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| 3e85232310 |
@@ -1 +0,0 @@
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*.gif filter=lfs diff=lfs merge=lfs -text
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@@ -4,7 +4,6 @@ os:
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- linux
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- osx
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julia:
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- 0.3
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- 0.4
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#- nightly
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notifications:
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@@ -17,5 +16,5 @@ script:
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- julia -e 'Pkg.clone("Cairo"); Pkg.build("Cairo")'
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- julia -e 'ENV["PYTHON"] = ""; Pkg.clone("PyPlot"); Pkg.build("PyPlot")'
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- julia -e 'Pkg.clone(pwd()); Pkg.build("Plots")'
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- julia -e 'Pkg.test("Plots"; coverage=true)'
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- julia -e 'Pkg.test("Plots"; coverage=false)'
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# - julia -e 'cd(Pkg.dir("Plots")); Pkg.add("Coverage"); using Coverage; Coveralls.submit(process_folder()); Codecov.submit(process_folder())'
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|
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@@ -18,18 +18,18 @@ Plots is a plotting API and toolset. My goals with the package are:
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|
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Use the preprocessing pipeline in Plots to fully describe your visualization before it calls the backend code. This maintains modularity and allows for efficient separation of front end code, algorithms, and backend graphics. New graphical backends can be added with minimal effort.
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|
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Check out the [summary graphs](img/supported/supported.md) for the features that each backend supports.
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Check out the [summary graphs](https://github.com/tbreloff/ExamplePlots.jl/tree/master/img/supported/supported.md) for the features that each backend supports.
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Please add wishlist items, bugs, or any other comments/questions to the issues list.
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|
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## Examples for each implemented backend:
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||||
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- [Gadfly.jl/Immerse.jl](docs/gadfly_examples.md)
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- [PyPlot.jl](docs/pyplot_examples.md)
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- [UnicodePlots.jl](docs/unicodeplots_examples.md)
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- [Qwt.jl](docs/qwt_examples.md)
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- [Gadfly.jl/Immerse.jl](https://github.com/tbreloff/ExamplePlots.jl/tree/master/docs/gadfly_examples.md)
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- [PyPlot.jl](https://github.com/tbreloff/ExamplePlots.jl/tree/master/docs/pyplot_examples.md)
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- [UnicodePlots.jl](https://github.com/tbreloff/ExamplePlots.jl/tree/master/docs/unicodeplots_examples.md)
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- [Qwt.jl](https://github.com/tbreloff/ExamplePlots.jl/tree/master/docs/qwt_examples.md)
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|
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Also check out the many [IJulia notebooks](http://nbviewer.ipython.org/github/tbreloff/Plots.jl/tree/master/examples/) with many examples.
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Also check out the many [IJulia notebooks](http://nbviewer.ipython.org/github/tbreloff/ExamplePlots.jl/tree/master/examples/) with many examples.
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|
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## Installation
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@@ -1,249 +0,0 @@
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## Examples for backend: gadfly
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### Initialize
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```julia
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using Plots
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gadfly()
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```
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### Lines
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A simple line plot of the columns.
|
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|
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```julia
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plot(Plots.fakedata(50,5),w=3)
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```
|
||||
|
||||

|
||||
|
||||
### Functions, adding data, and animations
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|
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Plot multiple functions. You can also put the function first, or use the form `plot(f, xmin, xmax)` where f is a Function or AbstractVector{Function}.
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|
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Get series data: `x, y = plt[i]`. Set series data: `plt[i] = (x,y)`. Add to the series with `push!`/`append!`.
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|
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Easily build animations. (`convert` or `ffmpeg` must be available to generate the animation.) Use command `gif(anim, filename, fps=15)` to save the animation.
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|
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```julia
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p = plot([sin,cos],zeros(0),leg=false)
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anim = Animation()
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for x = linspace(0,10π,200) # /home/tom/.julia/v0.4/Plots/docs/example_generation.jl, line 35:
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push!(p,x,Float64[sin(x),cos(x)]) # /home/tom/.julia/v0.4/Plots/docs/example_generation.jl, line 36:
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frame(anim)
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end
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||||
```
|
||||
|
||||

|
||||
|
||||
### Parametric plots
|
||||
|
||||
Plot function pair (x(u), y(u)).
|
||||
|
||||
```julia
|
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plot(sin,(x->begin # /home/tom/.julia/v0.4/Plots/docs/example_generation.jl, line 42:
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sin(2x)
|
||||
end),0,2π,line=4,leg=false,fill=(0,:orange))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Colors
|
||||
|
||||
Access predefined palettes (or build your own with the `colorscheme` method). Line/marker colors are auto-generated from the plot's palette, unless overridden. Set the `z` argument to turn on series gradients.
|
||||
|
||||
```julia
|
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y = rand(100)
|
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plot(0:10:100,rand(11,4),lab="lines",w=3,palette=:grays,fill=(0.5,:auto))
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||||
scatter!(y,z=abs(y - 0.5),m=(10,:heat),lab="grad")
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Global
|
||||
|
||||
Change the guides/background/limits/ticks. Convenience args `xaxis` and `yaxis` allow you to pass a tuple or value which will be mapped to the relevant args automatically. The `xaxis` below will be replaced with `xlabel` and `xlims` args automatically during the preprocessing step. You can also use shorthand functions: `title!`, `xaxis!`, `yaxis!`, `xlabel!`, `ylabel!`, `xlims!`, `ylims!`, `xticks!`, `yticks!`
|
||||
|
||||
```julia
|
||||
plot(rand(20,3),xaxis=("XLABEL",(-5,30),0:2:20,:flip),background_color=RGB(0.2,0.2,0.2),leg=false)
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||||
title!("TITLE")
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||||
yaxis!("YLABEL",:log10)
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||||
```
|
||||
|
||||

|
||||
|
||||
### Two-axis
|
||||
|
||||
Use the `axis` arguments.
|
||||
|
||||
Note: Currently only supported with Qwt and PyPlot
|
||||
|
||||
```julia
|
||||
plot(Vector[randn(100),randn(100) * 100],axis=[:l :r],ylabel="LEFT",yrightlabel="RIGHT")
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Arguments
|
||||
|
||||
Plot multiple series with different numbers of points. Mix arguments that apply to all series (marker/markersize) with arguments unique to each series (colors). Special arguments `line`, `marker`, and `fill` will automatically figure out what arguments to set (for example, we are setting the `linestyle`, `linewidth`, and `color` arguments with `line`.) Note that we pass a matrix of colors, and this applies the colors to each series.
|
||||
|
||||
```julia
|
||||
plot(Vector[rand(10),rand(20)],marker=(:ellipse,8),line=(:dot,3,[:black :orange]))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Build plot in pieces
|
||||
|
||||
Start with a base plot...
|
||||
|
||||
```julia
|
||||
plot(rand(100) / 3,reg=true,fill=(0,:green))
|
||||
```
|
||||
|
||||

|
||||
|
||||
###
|
||||
|
||||
and add to it later.
|
||||
|
||||
```julia
|
||||
scatter!(rand(100),markersize=6,c=:orange)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Heatmaps
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
heatmap(randn(10000),randn(10000),nbins=100)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Line types
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
types = intersect(supportedTypes(),[:line,:path,:steppre,:steppost,:sticks,:scatter])'
|
||||
n = length(types)
|
||||
x = Vector[sort(rand(20)) for i = 1:n]
|
||||
y = rand(20,n)
|
||||
plot(x,y,line=(types,3),lab=map(string,types),ms=15)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Line styles
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
styles = setdiff(supportedStyles(),[:auto])'
|
||||
plot(cumsum(randn(20,length(styles)),1),style=:auto,label=map(string,styles),w=5)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Marker types
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
markers = setdiff(supportedMarkers(),[:none,:auto,Shape])'
|
||||
n = length(markers)
|
||||
x = (linspace(0,10,n + 2))[2:end - 1]
|
||||
y = repmat(reverse(x)',n,1)
|
||||
scatter(x,y,m=(8,:auto),lab=map(string,markers),bg=:linen)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Bar
|
||||
|
||||
x is the midpoint of the bar. (todo: allow passing of edges instead of midpoints)
|
||||
|
||||
```julia
|
||||
bar(randn(999))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Histogram
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
histogram(randn(1000),nbins=50)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Subplots
|
||||
|
||||
subplot and subplot! are distinct commands which create many plots and add series to them in a circular fashion.
|
||||
You can define the layout with keyword params... either set the number of plots `n` (and optionally number of rows `nr` or
|
||||
number of columns `nc`), or you can set the layout directly with `layout`.
|
||||
|
||||
|
||||
```julia
|
||||
subplot(randn(100,5),layout=[1,1,3],t=[:line :hist :scatter :step :bar],nbins=10,leg=false)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Adding to subplots
|
||||
|
||||
Note here the automatic grid layout, as well as the order in which new series are added to the plots.
|
||||
|
||||
```julia
|
||||
subplot(Plots.fakedata(100,10),n=4,palette=[:grays :blues :heat :lightrainbow],bg=[:orange :pink :darkblue :black])
|
||||
```
|
||||
|
||||

|
||||
|
||||
###
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
subplot!(Plots.fakedata(100,10))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Annotations
|
||||
|
||||
Currently only text annotations are supported. Pass in a tuple or vector-of-tuples: (x,y,text). `annotate!(ann)` is shorthand for `plot!(; annotation=ann)`
|
||||
|
||||
```julia
|
||||
y = rand(10)
|
||||
plot(y,ann=(3,y[3],text("this is #3",:left)))
|
||||
annotate!([(5,y[5],text("this is #5",16,:red,:center)),(10,y[10],text("this is #10",:right,20,"courier"))])
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Custom Markers
|
||||
|
||||
A `Plots.Shape` is a light wrapper around vertices of a polygon. For supported backends, pass arbitrary polygons as the marker shapes. Note: The center is (0,0) and the size is expected to be rougly the area of the unit circle.
|
||||
|
||||
```julia
|
||||
verts = [(-1.0,1.0),(-1.28,0.6),(-0.2,-1.4),(0.2,-1.4),(1.28,0.6),(1.0,1.0),(-1.0,1.0),(-0.2,-0.6),(0.0,-0.2),(-0.4,0.6),(1.28,0.6),(0.2,-1.4),(-0.2,-1.4),(0.6,0.2),(-0.2,0.2),(0.0,-0.2),(0.2,0.2),(-0.2,-0.6)]
|
||||
plot(0.1:0.2:0.9,0.7 * rand(5) + 0.15,l=(3,:dash,:lightblue),m=(Shape(verts),30,RGBA(0,0,0,0.2)),bg=:pink,fg=:darkblue,xlim=(0,1),ylim=(0,1),leg=false)
|
||||
```
|
||||
|
||||

|
||||
|
||||
- Supported arguments: `annotation`, `background_color`, `color`, `color_palette`, `fillcolor`, `fillopacity`, `fillrange`, `foreground_color`, `grid`, `group`, `guidefont`, `label`, `layout`, `legend`, `legendfont`, `lineopacity`, `linestyle`, `linetype`, `linewidth`, `markercolor`, `markeropacity`, `markershape`, `markersize`, `n`, `nbins`, `nc`, `nr`, `show`, `size`, `smooth`, `tickfont`, `title`, `windowtitle`, `x`, `xflip`, `xlabel`, `xlims`, `xscale`, `xticks`, `y`, `yflip`, `ylabel`, `ylims`, `yscale`, `yticks`, `z`
|
||||
- Supported values for axis: `:auto`, `:left`
|
||||
- Supported values for linetype: `:bar`, `:heatmap`, `:hexbin`, `:hist`, `:hline`, `:line`, `:none`, `:ohlc`, `:path`, `:scatter`, `:steppost`, `:steppre`, `:sticks`, `:vline`
|
||||
- Supported values for linestyle: `:auto`, `:dash`, `:dashdot`, `:dashdotdot`, `:dot`, `:solid`
|
||||
- Supported values for marker: `:Plots.Shape`, `:auto`, `:cross`, `:diamond`, `:dtriangle`, `:ellipse`, `:heptagon`, `:hexagon`, `:none`, `:octagon`, `:pentagon`, `:rect`, `:star4`, `:star5`, `:star6`, `:star7`, `:star8`, `:utriangle`, `:xcross`
|
||||
- Is `subplot`/`subplot!` supported? Yes
|
||||
|
||||
(Automatically generated: 2015-10-26T13:59:43)
|
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@@ -1,235 +0,0 @@
|
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# Examples for backend: immerse
|
||||
|
||||
- Supported arguments: `annotation`, `background_color`, `color`, `color_palette`, `fillrange`, `fillcolor`, `fillopacity`, `foreground_color`, `group`, `label`, `layout`, `legend`, `linestyle`, `linetype`, `linewidth`, `lineopacity`, `markershape`, `markercolor`, `markersize`, `markeropacity`, `n`, `nbins`, `nc`, `nr`, `smooth`, `show`, `size`, `title`, `windowtitle`, `x`, `xlabel`, `xlims`, `xticks`, `y`, `ylabel`, `ylims`, `yticks`, `xscale`, `yscale`, `xflip`, `yflip`, `z`, `tickfont`, `guidefont`, `legendfont`, `grid`
|
||||
- Supported values for axis: `:auto`, `:left`
|
||||
- Supported values for linetype: `:none`, `:line`, `:path`, `:steppre`, `:steppost`, `:sticks`, `:scatter`, `:heatmap`, `:hexbin`, `:hist`, `:bar`, `:hline`, `:vline`, `:ohlc`
|
||||
- Supported values for linestyle: `:auto`, `:solid`, `:dash`, `:dot`, `:dashdot`, `:dashdotdot`
|
||||
- Supported values for marker: `:none`, `:auto`, `:cross`, `:diamond`, `:dtriangle`, `:ellipse`, `:heptagon`, `:hexagon`, `:octagon`, `:pentagon`, `:rect`, `:star4`, `:star5`, `:star6`, `:star7`, `:star8`, `:utriangle`, `:xcross`, `:Plots.Shape`
|
||||
- Is `subplot`/`subplot!` supported? Yes
|
||||
|
||||
### Initialize
|
||||
|
||||
```julia
|
||||
using Plots
|
||||
immerse()
|
||||
```
|
||||
|
||||
### Lines
|
||||
|
||||
A simple line plot of the columns.
|
||||
|
||||
```julia
|
||||
plot(fakedata(50,5),w=3)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Functions, adding data, and animations
|
||||
|
||||
Plot multiple functions. You can also put the function first, or use the form `plot(f, xmin, xmax)` where f is a Function or AbstractVector{Function}. Set, get, and push/append to series data, and easily build animations.
|
||||
|
||||
Note: ImageMagick's `convert` or `ffmpeg` must be runnable from pwd to generate the animation.
|
||||
|
||||
```julia
|
||||
p = plot([sin,cos],zeros(0))
|
||||
anim = Animation()
|
||||
for x = linspace(0,10π,200) # /home/tom/.julia/v0.4/Plots/docs/example_generation.jl, line 43:
|
||||
push!(p,x,Float64[sin(x),cos(x)]) # /home/tom/.julia/v0.4/Plots/docs/example_generation.jl, line 44:
|
||||
frame(anim)
|
||||
end
|
||||
```
|
||||
|
||||

|
||||
|
||||
###
|
||||
|
||||
Or make a parametric plot (i.e. plot: (fx(u), fy(u))) with plot(fx, fy, umin, umax).
|
||||
|
||||
```julia
|
||||
plot(sin,(x->begin # /home/tom/.julia/v0.4/Plots/docs/example_generation.jl, line 50:
|
||||
sin(2x)
|
||||
end),0,2π,line=4,leg=false,fill=(0,:orange))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Colors
|
||||
|
||||
Access predefined palettes (or build your own with the `colorscheme` method). Line/marker colors are auto-generated from the plot's palette, unless overridden. Set the `z` argument to turn on series gradients.
|
||||
|
||||
```julia
|
||||
y = rand(100)
|
||||
plot(0:10:100,rand(11,4),lab="lines",w=3,palette=:grays,fill=(0.5,:auto))
|
||||
scatter!(y,z=abs(y - 0.5),m=(10,:heat),lab="grad")
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Global
|
||||
|
||||
Change the guides/background/limits/ticks. Convenience args `xaxis` and `yaxis` allow you to pass a tuple or value which will be mapped to the relevant args automatically. The `xaxis` below will be replaced with `xlabel` and `xlims` args automatically during the preprocessing step. You can also use shorthand functions: `title!`, `xaxis!`, `yaxis!`, `xlabel!`, `ylabel!`, `xlims!`, `ylims!`, `xticks!`, `yticks!`
|
||||
|
||||
```julia
|
||||
plot(rand(20,3),xaxis=("XLABEL",(-5,30),0:2:20,:flip),background_color=RGB(0.2,0.2,0.2),leg=false)
|
||||
title!("TITLE")
|
||||
yaxis!("YLABEL",:log10)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Two-axis
|
||||
|
||||
Use the `axis` arguments.
|
||||
|
||||
Note: Currently only supported with Qwt and PyPlot
|
||||
|
||||
```julia
|
||||
plot(Vector[randn(100),randn(100) * 100],axis=[:l :r],ylabel="LEFT",yrightlabel="RIGHT")
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Arguments
|
||||
|
||||
Plot multiple series with different numbers of points. Mix arguments that apply to all series (marker/markersize) with arguments unique to each series (colors). Special arguments `line`, `marker`, and `fill` will automatically figure out what arguments to set (for example, we are setting the `linestyle`, `linewidth`, and `color` arguments with `line`.) Note that we pass a matrix of colors, and this applies the colors to each series.
|
||||
|
||||
```julia
|
||||
plot(Vector[rand(10),rand(20)],marker=(:ellipse,8),line=(:dot,3,[:black :orange]))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Build plot in pieces
|
||||
|
||||
Start with a base plot...
|
||||
|
||||
```julia
|
||||
plot(rand(100) / 3,reg=true,fill=(0,:green))
|
||||
```
|
||||
|
||||

|
||||
|
||||
###
|
||||
|
||||
and add to it later.
|
||||
|
||||
```julia
|
||||
scatter!(rand(100),markersize=6,c=:orange)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Heatmaps
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
heatmap(randn(10000),randn(10000),nbins=100)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Line types
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
types = intersect(supportedTypes(),[:line,:path,:steppre,:steppost,:sticks,:scatter])'
|
||||
n = length(types)
|
||||
x = Vector[sort(rand(20)) for i = 1:n]
|
||||
y = rand(20,n)
|
||||
plot(x,y,line=(types,3),lab=map(string,types),ms=15)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Line styles
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
styles = setdiff(supportedStyles(),[:auto])'
|
||||
plot(cumsum(randn(20,length(styles)),1),style=:auto,label=map(string,styles),w=5)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Marker types
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
markers = setdiff(supportedMarkers(),[:none,:auto,Shape])'
|
||||
n = length(markers)
|
||||
x = (linspace(0,10,n + 2))[2:end - 1]
|
||||
y = repmat(reverse(x)',n,1)
|
||||
scatter(x,y,m=(12,:auto),lab=map(string,markers),bg=:linen)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Bar
|
||||
|
||||
x is the midpoint of the bar. (todo: allow passing of edges instead of midpoints)
|
||||
|
||||
```julia
|
||||
bar(randn(999))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Histogram
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
histogram(randn(1000),nbins=50)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Subplots
|
||||
|
||||
subplot and subplot! are distinct commands which create many plots and add series to them in a circular fashion.
|
||||
You can define the layout with keyword params... either set the number of plots `n` (and optionally number of rows `nr` or
|
||||
number of columns `nc`), or you can set the layout directly with `layout`.
|
||||
|
||||
|
||||
```julia
|
||||
subplot(randn(100,5),layout=[1,1,3],t=[:line :hist :scatter :step :bar],nbins=10,leg=false)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Adding to subplots
|
||||
|
||||
Note here the automatic grid layout, as well as the order in which new series are added to the plots.
|
||||
|
||||
```julia
|
||||
subplot(fakedata(100,10),n=4,palette=[:grays :blues :heat :lightrainbow],bg=[:orange :pink :darkblue :black])
|
||||
```
|
||||
|
||||

|
||||
|
||||
###
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
subplot!(fakedata(100,10))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Annotations
|
||||
|
||||
Currently only text annotations are supported. Pass in a tuple or vector-of-tuples: (x,y,text). `annotate!(ann)` is shorthand for `plot!(; annotation=ann)`
|
||||
|
||||
```julia
|
||||
y = rand(10)
|
||||
plot(y,ann=(3,y[3],text("this is #3",:left)))
|
||||
annotate!([(5,y[5],text("this is #5",16,:red,:center)),(10,y[10],text("this is #10",:right,20,"courier"))])
|
||||
```
|
||||
|
||||

|
||||
|
||||
@@ -1,249 +0,0 @@
|
||||
## Examples for backend: pyplot
|
||||
|
||||
### Initialize
|
||||
|
||||
```julia
|
||||
using Plots
|
||||
pyplot()
|
||||
```
|
||||
|
||||
### Lines
|
||||
|
||||
A simple line plot of the columns.
|
||||
|
||||
```julia
|
||||
plot(Plots.fakedata(50,5),w=3)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Functions, adding data, and animations
|
||||
|
||||
Plot multiple functions. You can also put the function first, or use the form `plot(f, xmin, xmax)` where f is a Function or AbstractVector{Function}.
|
||||
|
||||
Get series data: `x, y = plt[i]`. Set series data: `plt[i] = (x,y)`. Add to the series with `push!`/`append!`.
|
||||
|
||||
Easily build animations. (`convert` or `ffmpeg` must be available to generate the animation.) Use command `gif(anim, filename, fps=15)` to save the animation.
|
||||
|
||||
```julia
|
||||
p = plot([sin,cos],zeros(0),leg=false)
|
||||
anim = Animation()
|
||||
for x = linspace(0,10π,200) # /home/tom/.julia/v0.4/Plots/docs/example_generation.jl, line 35:
|
||||
push!(p,x,Float64[sin(x),cos(x)]) # /home/tom/.julia/v0.4/Plots/docs/example_generation.jl, line 36:
|
||||
frame(anim)
|
||||
end
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Parametric plots
|
||||
|
||||
Plot function pair (x(u), y(u)).
|
||||
|
||||
```julia
|
||||
plot(sin,(x->begin # /home/tom/.julia/v0.4/Plots/docs/example_generation.jl, line 42:
|
||||
sin(2x)
|
||||
end),0,2π,line=4,leg=false,fill=(0,:orange))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Colors
|
||||
|
||||
Access predefined palettes (or build your own with the `colorscheme` method). Line/marker colors are auto-generated from the plot's palette, unless overridden. Set the `z` argument to turn on series gradients.
|
||||
|
||||
```julia
|
||||
y = rand(100)
|
||||
plot(0:10:100,rand(11,4),lab="lines",w=3,palette=:grays,fill=(0.5,:auto))
|
||||
scatter!(y,z=abs(y - 0.5),m=(10,:heat),lab="grad")
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Global
|
||||
|
||||
Change the guides/background/limits/ticks. Convenience args `xaxis` and `yaxis` allow you to pass a tuple or value which will be mapped to the relevant args automatically. The `xaxis` below will be replaced with `xlabel` and `xlims` args automatically during the preprocessing step. You can also use shorthand functions: `title!`, `xaxis!`, `yaxis!`, `xlabel!`, `ylabel!`, `xlims!`, `ylims!`, `xticks!`, `yticks!`
|
||||
|
||||
```julia
|
||||
plot(rand(20,3),xaxis=("XLABEL",(-5,30),0:2:20,:flip),background_color=RGB(0.2,0.2,0.2),leg=false)
|
||||
title!("TITLE")
|
||||
yaxis!("YLABEL",:log10)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Two-axis
|
||||
|
||||
Use the `axis` arguments.
|
||||
|
||||
Note: Currently only supported with Qwt and PyPlot
|
||||
|
||||
```julia
|
||||
plot(Vector[randn(100),randn(100) * 100],axis=[:l :r],ylabel="LEFT",yrightlabel="RIGHT")
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Arguments
|
||||
|
||||
Plot multiple series with different numbers of points. Mix arguments that apply to all series (marker/markersize) with arguments unique to each series (colors). Special arguments `line`, `marker`, and `fill` will automatically figure out what arguments to set (for example, we are setting the `linestyle`, `linewidth`, and `color` arguments with `line`.) Note that we pass a matrix of colors, and this applies the colors to each series.
|
||||
|
||||
```julia
|
||||
plot(Vector[rand(10),rand(20)],marker=(:ellipse,8),line=(:dot,3,[:black :orange]))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Build plot in pieces
|
||||
|
||||
Start with a base plot...
|
||||
|
||||
```julia
|
||||
plot(rand(100) / 3,reg=true,fill=(0,:green))
|
||||
```
|
||||
|
||||

|
||||
|
||||
###
|
||||
|
||||
and add to it later.
|
||||
|
||||
```julia
|
||||
scatter!(rand(100),markersize=6,c=:orange)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Heatmaps
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
heatmap(randn(10000),randn(10000),nbins=100)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Line types
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
types = intersect(supportedTypes(),[:line,:path,:steppre,:steppost,:sticks,:scatter])'
|
||||
n = length(types)
|
||||
x = Vector[sort(rand(20)) for i = 1:n]
|
||||
y = rand(20,n)
|
||||
plot(x,y,line=(types,3),lab=map(string,types),ms=15)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Line styles
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
styles = setdiff(supportedStyles(),[:auto])'
|
||||
plot(cumsum(randn(20,length(styles)),1),style=:auto,label=map(string,styles),w=5)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Marker types
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
markers = setdiff(supportedMarkers(),[:none,:auto,Shape])'
|
||||
n = length(markers)
|
||||
x = (linspace(0,10,n + 2))[2:end - 1]
|
||||
y = repmat(reverse(x)',n,1)
|
||||
scatter(x,y,m=(8,:auto),lab=map(string,markers),bg=:linen)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Bar
|
||||
|
||||
x is the midpoint of the bar. (todo: allow passing of edges instead of midpoints)
|
||||
|
||||
```julia
|
||||
bar(randn(999))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Histogram
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
histogram(randn(1000),nbins=50)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Subplots
|
||||
|
||||
subplot and subplot! are distinct commands which create many plots and add series to them in a circular fashion.
|
||||
You can define the layout with keyword params... either set the number of plots `n` (and optionally number of rows `nr` or
|
||||
number of columns `nc`), or you can set the layout directly with `layout`.
|
||||
|
||||
|
||||
```julia
|
||||
subplot(randn(100,5),layout=[1,1,3],t=[:line :hist :scatter :step :bar],nbins=10,leg=false)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Adding to subplots
|
||||
|
||||
Note here the automatic grid layout, as well as the order in which new series are added to the plots.
|
||||
|
||||
```julia
|
||||
subplot(Plots.fakedata(100,10),n=4,palette=[:grays :blues :heat :lightrainbow],bg=[:orange :pink :darkblue :black])
|
||||
```
|
||||
|
||||

|
||||
|
||||
###
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
subplot!(Plots.fakedata(100,10))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Annotations
|
||||
|
||||
Currently only text annotations are supported. Pass in a tuple or vector-of-tuples: (x,y,text). `annotate!(ann)` is shorthand for `plot!(; annotation=ann)`
|
||||
|
||||
```julia
|
||||
y = rand(10)
|
||||
plot(y,ann=(3,y[3],text("this is #3",:left)))
|
||||
annotate!([(5,y[5],text("this is #5",16,:red,:center)),(10,y[10],text("this is #10",:right,20,"courier"))])
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Custom Markers
|
||||
|
||||
A `Plots.Shape` is a light wrapper around vertices of a polygon. For supported backends, pass arbitrary polygons as the marker shapes. Note: The center is (0,0) and the size is expected to be rougly the area of the unit circle.
|
||||
|
||||
```julia
|
||||
verts = [(-1.0,1.0),(-1.28,0.6),(-0.2,-1.4),(0.2,-1.4),(1.28,0.6),(1.0,1.0),(-1.0,1.0),(-0.2,-0.6),(0.0,-0.2),(-0.4,0.6),(1.28,0.6),(0.2,-1.4),(-0.2,-1.4),(0.6,0.2),(-0.2,0.2),(0.0,-0.2),(0.2,0.2),(-0.2,-0.6)]
|
||||
plot(0.1:0.2:0.9,0.7 * rand(5) + 0.15,l=(3,:dash,:lightblue),m=(Shape(verts),30,RGBA(0,0,0,0.2)),bg=:pink,fg=:darkblue,xlim=(0,1),ylim=(0,1),leg=false)
|
||||
```
|
||||
|
||||

|
||||
|
||||
- Supported arguments: `annotation`, `axis`, `background_color`, `color`, `color_palette`, `fillcolor`, `fillrange`, `foreground_color`, `group`, `guidefont`, `label`, `layout`, `legend`, `legendfont`, `linestyle`, `linetype`, `linewidth`, `markercolor`, `markershape`, `markersize`, `n`, `nbins`, `nc`, `nr`, `show`, `size`, `tickfont`, `title`, `windowtitle`, `x`, `xflip`, `xlabel`, `xlims`, `xscale`, `xticks`, `y`, `yflip`, `ylabel`, `ylims`, `yrightlabel`, `yscale`, `yticks`, `z`
|
||||
- Supported values for axis: `:auto`, `:left`, `:right`
|
||||
- Supported values for linetype: `:bar`, `:heatmap`, `:hexbin`, `:hist`, `:hline`, `:line`, `:none`, `:path`, `:scatter`, `:steppost`, `:steppre`, `:sticks`, `:vline`
|
||||
- Supported values for linestyle: `:auto`, `:dash`, `:dashdot`, `:dot`, `:solid`
|
||||
- Supported values for marker: `:Plots.Shape`, `:auto`, `:cross`, `:diamond`, `:dtriangle`, `:ellipse`, `:heptagon`, `:hexagon`, `:none`, `:octagon`, `:pentagon`, `:rect`, `:star4`, `:star5`, `:star6`, `:star7`, `:star8`, `:utriangle`, `:xcross`
|
||||
- Is `subplot`/`subplot!` supported? Yes
|
||||
|
||||
(Automatically generated: 2015-10-26T14:00:57)
|
||||
@@ -1,238 +0,0 @@
|
||||
## Examples for backend: qwt
|
||||
|
||||
### Initialize
|
||||
|
||||
```julia
|
||||
using Plots
|
||||
qwt()
|
||||
```
|
||||
|
||||
### Lines
|
||||
|
||||
A simple line plot of the columns.
|
||||
|
||||
```julia
|
||||
plot(Plots.fakedata(50,5),w=3)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Functions, adding data, and animations
|
||||
|
||||
Plot multiple functions. You can also put the function first, or use the form `plot(f, xmin, xmax)` where f is a Function or AbstractVector{Function}.
|
||||
|
||||
Get series data: `x, y = plt[i]`. Set series data: `plt[i] = (x,y)`. Add to the series with `push!`/`append!`.
|
||||
|
||||
Easily build animations. (`convert` or `ffmpeg` must be available to generate the animation.) Use command `gif(anim, filename, fps=15)` to save the animation.
|
||||
|
||||
```julia
|
||||
p = plot([sin,cos],zeros(0),leg=false)
|
||||
anim = Animation()
|
||||
for x = linspace(0,10π,200) # /home/tom/.julia/v0.4/Plots/docs/example_generation.jl, line 35:
|
||||
push!(p,x,Float64[sin(x),cos(x)]) # /home/tom/.julia/v0.4/Plots/docs/example_generation.jl, line 36:
|
||||
frame(anim)
|
||||
end
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Parametric plots
|
||||
|
||||
Plot function pair (x(u), y(u)).
|
||||
|
||||
```julia
|
||||
plot(sin,(x->begin # /home/tom/.julia/v0.4/Plots/docs/example_generation.jl, line 42:
|
||||
sin(2x)
|
||||
end),0,2π,line=4,leg=false,fill=(0,:orange))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Colors
|
||||
|
||||
Access predefined palettes (or build your own with the `colorscheme` method). Line/marker colors are auto-generated from the plot's palette, unless overridden. Set the `z` argument to turn on series gradients.
|
||||
|
||||
```julia
|
||||
y = rand(100)
|
||||
plot(0:10:100,rand(11,4),lab="lines",w=3,palette=:grays,fill=(0.5,:auto))
|
||||
scatter!(y,z=abs(y - 0.5),m=(10,:heat),lab="grad")
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Global
|
||||
|
||||
Change the guides/background/limits/ticks. Convenience args `xaxis` and `yaxis` allow you to pass a tuple or value which will be mapped to the relevant args automatically. The `xaxis` below will be replaced with `xlabel` and `xlims` args automatically during the preprocessing step. You can also use shorthand functions: `title!`, `xaxis!`, `yaxis!`, `xlabel!`, `ylabel!`, `xlims!`, `ylims!`, `xticks!`, `yticks!`
|
||||
|
||||
```julia
|
||||
plot(rand(20,3),xaxis=("XLABEL",(-5,30),0:2:20,:flip),background_color=RGB(0.2,0.2,0.2),leg=false)
|
||||
title!("TITLE")
|
||||
yaxis!("YLABEL",:log10)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Two-axis
|
||||
|
||||
Use the `axis` arguments.
|
||||
|
||||
Note: Currently only supported with Qwt and PyPlot
|
||||
|
||||
```julia
|
||||
plot(Vector[randn(100),randn(100) * 100],axis=[:l :r],ylabel="LEFT",yrightlabel="RIGHT")
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Arguments
|
||||
|
||||
Plot multiple series with different numbers of points. Mix arguments that apply to all series (marker/markersize) with arguments unique to each series (colors). Special arguments `line`, `marker`, and `fill` will automatically figure out what arguments to set (for example, we are setting the `linestyle`, `linewidth`, and `color` arguments with `line`.) Note that we pass a matrix of colors, and this applies the colors to each series.
|
||||
|
||||
```julia
|
||||
plot(Vector[rand(10),rand(20)],marker=(:ellipse,8),line=(:dot,3,[:black :orange]))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Build plot in pieces
|
||||
|
||||
Start with a base plot...
|
||||
|
||||
```julia
|
||||
plot(rand(100) / 3,reg=true,fill=(0,:green))
|
||||
```
|
||||
|
||||

|
||||
|
||||
###
|
||||
|
||||
and add to it later.
|
||||
|
||||
```julia
|
||||
scatter!(rand(100),markersize=6,c=:orange)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Heatmaps
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
heatmap(randn(10000),randn(10000),nbins=100)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Line types
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
types = intersect(supportedTypes(),[:line,:path,:steppre,:steppost,:sticks,:scatter])'
|
||||
n = length(types)
|
||||
x = Vector[sort(rand(20)) for i = 1:n]
|
||||
y = rand(20,n)
|
||||
plot(x,y,line=(types,3),lab=map(string,types),ms=15)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Line styles
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
styles = setdiff(supportedStyles(),[:auto])'
|
||||
plot(cumsum(randn(20,length(styles)),1),style=:auto,label=map(string,styles),w=5)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Marker types
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
markers = setdiff(supportedMarkers(),[:none,:auto,Shape])'
|
||||
n = length(markers)
|
||||
x = (linspace(0,10,n + 2))[2:end - 1]
|
||||
y = repmat(reverse(x)',n,1)
|
||||
scatter(x,y,m=(8,:auto),lab=map(string,markers),bg=:linen)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Bar
|
||||
|
||||
x is the midpoint of the bar. (todo: allow passing of edges instead of midpoints)
|
||||
|
||||
```julia
|
||||
bar(randn(999))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Histogram
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
histogram(randn(1000),nbins=50)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Subplots
|
||||
|
||||
subplot and subplot! are distinct commands which create many plots and add series to them in a circular fashion.
|
||||
You can define the layout with keyword params... either set the number of plots `n` (and optionally number of rows `nr` or
|
||||
number of columns `nc`), or you can set the layout directly with `layout`.
|
||||
|
||||
|
||||
```julia
|
||||
subplot(randn(100,5),layout=[1,1,3],t=[:line :hist :scatter :step :bar],nbins=10,leg=false)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Adding to subplots
|
||||
|
||||
Note here the automatic grid layout, as well as the order in which new series are added to the plots.
|
||||
|
||||
```julia
|
||||
subplot(Plots.fakedata(100,10),n=4,palette=[:grays :blues :heat :lightrainbow],bg=[:orange :pink :darkblue :black])
|
||||
```
|
||||
|
||||

|
||||
|
||||
###
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
subplot!(Plots.fakedata(100,10))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Annotations
|
||||
|
||||
Currently only text annotations are supported. Pass in a tuple or vector-of-tuples: (x,y,text). `annotate!(ann)` is shorthand for `plot!(; annotation=ann)`
|
||||
|
||||
```julia
|
||||
y = rand(10)
|
||||
plot(y,ann=(3,y[3],text("this is #3",:left)))
|
||||
annotate!([(5,y[5],text("this is #5",16,:red,:center)),(10,y[10],text("this is #10",:right,20,"courier"))])
|
||||
```
|
||||
|
||||

|
||||
|
||||
- Supported arguments: `annotation`, `axis`, `background_color`, `color`, `color_palette`, `fillcolor`, `fillrange`, `foreground_color`, `group`, `label`, `layout`, `legend`, `linestyle`, `linetype`, `linewidth`, `markercolor`, `markershape`, `markersize`, `n`, `nbins`, `nc`, `nr`, `pos`, `show`, `size`, `smooth`, `title`, `windowtitle`, `x`, `xlabel`, `xlims`, `xscale`, `xticks`, `y`, `ylabel`, `ylims`, `yrightlabel`, `yscale`, `yticks`
|
||||
- Supported values for axis: `:auto`, `:left`, `:right`
|
||||
- Supported values for linetype: `:bar`, `:heatmap`, `:hexbin`, `:hist`, `:hline`, `:line`, `:none`, `:path`, `:scatter`, `:steppost`, `:steppre`, `:sticks`, `:vline`
|
||||
- Supported values for linestyle: `:auto`, `:dash`, `:dashdot`, `:dashdotdot`, `:dot`, `:solid`
|
||||
- Supported values for marker: `:auto`, `:cross`, `:diamond`, `:dtriangle`, `:ellipse`, `:hexagon`, `:none`, `:rect`, `:star5`, `:star8`, `:utriangle`, `:xcross`
|
||||
- Is `subplot`/`subplot!` supported? Yes
|
||||
|
||||
(Automatically generated: 2015-10-26T14:02:19)
|
||||
@@ -18,18 +18,18 @@ Plots is a plotting API and toolset. My goals with the package are:
|
||||
|
||||
Use the preprocessing pipeline in Plots to fully describe your visualization before it calls the backend code. This maintains modularity and allows for efficient separation of front end code, algorithms, and backend graphics. New graphical backends can be added with minimal effort.
|
||||
|
||||
Check out the [summary graphs](img/supported/supported.md) for the features that each backend supports.
|
||||
Check out the [summary graphs](https://github.com/tbreloff/ExamplePlots.jl/tree/master/img/supported/supported.md) for the features that each backend supports.
|
||||
|
||||
Please add wishlist items, bugs, or any other comments/questions to the issues list.
|
||||
|
||||
## Examples for each implemented backend:
|
||||
|
||||
- [Gadfly.jl/Immerse.jl](docs/gadfly_examples.md)
|
||||
- [PyPlot.jl](docs/pyplot_examples.md)
|
||||
- [UnicodePlots.jl](docs/unicodeplots_examples.md)
|
||||
- [Qwt.jl](docs/qwt_examples.md)
|
||||
- [Gadfly.jl/Immerse.jl](https://github.com/tbreloff/ExamplePlots.jl/tree/master/docs/gadfly_examples.md)
|
||||
- [PyPlot.jl](https://github.com/tbreloff/ExamplePlots.jl/tree/master/docs/pyplot_examples.md)
|
||||
- [UnicodePlots.jl](https://github.com/tbreloff/ExamplePlots.jl/tree/master/docs/unicodeplots_examples.md)
|
||||
- [Qwt.jl](https://github.com/tbreloff/ExamplePlots.jl/tree/master/docs/qwt_examples.md)
|
||||
|
||||
Also check out the many [IJulia notebooks](http://nbviewer.ipython.org/github/tbreloff/Plots.jl/tree/master/examples/) with many examples.
|
||||
Also check out the many [IJulia notebooks](http://nbviewer.ipython.org/github/tbreloff/ExamplePlots.jl/tree/master/examples/) with many examples.
|
||||
|
||||
## Installation
|
||||
|
||||
|
||||
@@ -1,208 +0,0 @@
|
||||
## Examples for backend: unicodeplots
|
||||
|
||||
### Initialize
|
||||
|
||||
```julia
|
||||
using Plots
|
||||
unicodeplots()
|
||||
```
|
||||
|
||||
### Lines
|
||||
|
||||
A simple line plot of the columns.
|
||||
|
||||
```julia
|
||||
plot(fakedata(50,5),w=3)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Parametric plots
|
||||
|
||||
Plot function pair (x(u), y(u)).
|
||||
|
||||
```julia
|
||||
plot(sin,(x->begin # /Users/tom/.julia/v0.4/Plots/docs/example_generation.jl, line 50:
|
||||
sin(2x)
|
||||
end),0,2π,line=4,leg=false,fill=(0,:orange))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Colors
|
||||
|
||||
Access predefined palettes (or build your own with the `colorscheme` method). Line/marker colors are auto-generated from the plot's palette, unless overridden. Set the `z` argument to turn on series gradients.
|
||||
|
||||
```julia
|
||||
y = rand(100)
|
||||
plot(0:10:100,rand(11,4),lab="lines",w=3,palette=:grays,fill=(0.5,:auto))
|
||||
scatter!(y,z=abs(y - 0.5),m=(10,:heat),lab="grad")
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Global
|
||||
|
||||
Change the guides/background/limits/ticks. Convenience args `xaxis` and `yaxis` allow you to pass a tuple or value which will be mapped to the relevant args automatically. The `xaxis` below will be replaced with `xlabel` and `xlims` args automatically during the preprocessing step. You can also use shorthand functions: `title!`, `xaxis!`, `yaxis!`, `xlabel!`, `ylabel!`, `xlims!`, `ylims!`, `xticks!`, `yticks!`
|
||||
|
||||
```julia
|
||||
plot(rand(20,3),xaxis=("XLABEL",(-5,30),0:2:20,:flip),background_color=RGB(0.2,0.2,0.2),leg=false)
|
||||
title!("TITLE")
|
||||
yaxis!("YLABEL",:log10)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Two-axis
|
||||
|
||||
Use the `axis` arguments.
|
||||
|
||||
Note: Currently only supported with Qwt and PyPlot
|
||||
|
||||
```julia
|
||||
plot(Vector[randn(100),randn(100) * 100],axis=[:l :r],ylabel="LEFT",yrightlabel="RIGHT")
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Arguments
|
||||
|
||||
Plot multiple series with different numbers of points. Mix arguments that apply to all series (marker/markersize) with arguments unique to each series (colors). Special arguments `line`, `marker`, and `fill` will automatically figure out what arguments to set (for example, we are setting the `linestyle`, `linewidth`, and `color` arguments with `line`.) Note that we pass a matrix of colors, and this applies the colors to each series.
|
||||
|
||||
```julia
|
||||
plot(Vector[rand(10),rand(20)],marker=(:ellipse,8),line=(:dot,3,[:black :orange]))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Build plot in pieces
|
||||
|
||||
Start with a base plot...
|
||||
|
||||
```julia
|
||||
plot(rand(100) / 3,reg=true,fill=(0,:green))
|
||||
```
|
||||
|
||||

|
||||
|
||||
###
|
||||
|
||||
and add to it later.
|
||||
|
||||
```julia
|
||||
scatter!(rand(100),markersize=6,c=:orange)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Line types
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
types = intersect(supportedTypes(),[:line,:path,:steppre,:steppost,:sticks,:scatter])'
|
||||
n = length(types)
|
||||
x = Vector[sort(rand(20)) for i = 1:n]
|
||||
y = rand(20,n)
|
||||
plot(x,y,line=(types,3),lab=map(string,types),ms=15)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Line styles
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
styles = setdiff(supportedStyles(),[:auto])'
|
||||
plot(cumsum(randn(20,length(styles)),1),style=:auto,label=map(string,styles),w=5)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Marker types
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
markers = setdiff(supportedMarkers(),[:none,:auto,Shape])'
|
||||
n = length(markers)
|
||||
x = (linspace(0,10,n + 2))[2:end - 1]
|
||||
y = repmat(reverse(x)',n,1)
|
||||
scatter(x,y,m=(8,:auto),lab=map(string,markers),bg=:linen)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Bar
|
||||
|
||||
x is the midpoint of the bar. (todo: allow passing of edges instead of midpoints)
|
||||
|
||||
```julia
|
||||
bar(randn(999))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Histogram
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
histogram(randn(1000),nbins=50)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Subplots
|
||||
|
||||
subplot and subplot! are distinct commands which create many plots and add series to them in a circular fashion.
|
||||
You can define the layout with keyword params... either set the number of plots `n` (and optionally number of rows `nr` or
|
||||
number of columns `nc`), or you can set the layout directly with `layout`.
|
||||
|
||||
|
||||
```julia
|
||||
subplot(randn(100,5),layout=[1,1,3],t=[:line :hist :scatter :step :bar],nbins=10,leg=false)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Adding to subplots
|
||||
|
||||
Note here the automatic grid layout, as well as the order in which new series are added to the plots.
|
||||
|
||||
```julia
|
||||
subplot(fakedata(100,10),n=4,palette=[:grays :blues :heat :lightrainbow],bg=[:orange :pink :darkblue :black])
|
||||
```
|
||||
|
||||

|
||||
|
||||
###
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
subplot!(fakedata(100,10))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Custom Markers
|
||||
|
||||
A `Plots.Shape` is a light wrapper around vertices of a polygon. For supported backends, pass arbitrary polygons as the marker shapes. Note: The center is (0,0) and the size is expected to be rougly the area of the unit circle.
|
||||
|
||||
```julia
|
||||
verts = [(-1.0,1.0),(-1.28,0.6),(-0.2,-1.4),(0.2,-1.4),(1.28,0.6),(1.0,1.0),(-1.0,1.0),(-0.2,-0.6),(0.0,-0.2),(-0.4,0.6),(1.28,0.6),(0.2,-1.4),(-0.2,-1.4),(0.6,0.2),(-0.2,0.2),(0.0,-0.2),(0.2,0.2),(-0.2,-0.6)]
|
||||
plot(0.1:0.2:0.9,0.7 * rand(5) + 0.15,l=(3,:dash,:lightblue),m=(Shape(verts),30,RGBA(0,0,0,0.2)),bg=:pink,fg=:darkblue,xlim=(0,1),ylim=(0,1),leg=false)
|
||||
```
|
||||
|
||||

|
||||
|
||||
- Supported arguments: `group`, `label`, `legend`, `linestyle`, `linetype`, `markershape`, `nbins`, `show`, `size`, `title`, `windowtitle`, `x`, `xlabel`, `xlims`, `y`, `ylabel`, `ylims`
|
||||
- Supported values for axis: `:auto`, `:left`
|
||||
- Supported values for linetype: `:bar`, `:heatmap`, `:hexbin`, `:hist`, `:hline`, `:line`, `:none`, `:path`, `:scatter`, `:steppost`, `:sticks`, `:vline`
|
||||
- Supported values for linestyle: `:auto`, `:solid`
|
||||
- Supported values for marker: `:auto`, `:ellipse`, `:none`
|
||||
- Is `subplot`/`subplot!` supported? Yes
|
||||
|
||||
(Automatically generated: 2015-10-18T00:07:46)
|
||||
@@ -1,164 +0,0 @@
|
||||
## Examples for backend: winston
|
||||
|
||||
### Initialize
|
||||
|
||||
```julia
|
||||
using Plots
|
||||
winston()
|
||||
```
|
||||
|
||||
### Lines
|
||||
|
||||
A simple line plot of the columns.
|
||||
|
||||
```julia
|
||||
plot(fakedata(50,5),w=3)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Parametric plots
|
||||
|
||||
Plot function pair (x(u), y(u)).
|
||||
|
||||
```julia
|
||||
plot(sin,(x->begin # /Users/tom/.julia/v0.4/Plots/docs/example_generation.jl, line 50:
|
||||
sin(2x)
|
||||
end),0,2π,line=4,leg=false,fill=(0,:orange))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Colors
|
||||
|
||||
Access predefined palettes (or build your own with the `colorscheme` method). Line/marker colors are auto-generated from the plot's palette, unless overridden. Set the `z` argument to turn on series gradients.
|
||||
|
||||
```julia
|
||||
y = rand(100)
|
||||
plot(0:10:100,rand(11,4),lab="lines",w=3,palette=:grays,fill=(0.5,:auto))
|
||||
scatter!(y,z=abs(y - 0.5),m=(10,:heat),lab="grad")
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Global
|
||||
|
||||
Change the guides/background/limits/ticks. Convenience args `xaxis` and `yaxis` allow you to pass a tuple or value which will be mapped to the relevant args automatically. The `xaxis` below will be replaced with `xlabel` and `xlims` args automatically during the preprocessing step. You can also use shorthand functions: `title!`, `xaxis!`, `yaxis!`, `xlabel!`, `ylabel!`, `xlims!`, `ylims!`, `xticks!`, `yticks!`
|
||||
|
||||
```julia
|
||||
plot(rand(20,3),xaxis=("XLABEL",(-5,30),0:2:20,:flip),background_color=RGB(0.2,0.2,0.2),leg=false)
|
||||
title!("TITLE")
|
||||
yaxis!("YLABEL",:log10)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Two-axis
|
||||
|
||||
Use the `axis` arguments.
|
||||
|
||||
Note: Currently only supported with Qwt and PyPlot
|
||||
|
||||
```julia
|
||||
plot(Vector[randn(100),randn(100) * 100],axis=[:l :r],ylabel="LEFT",yrightlabel="RIGHT")
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Arguments
|
||||
|
||||
Plot multiple series with different numbers of points. Mix arguments that apply to all series (marker/markersize) with arguments unique to each series (colors). Special arguments `line`, `marker`, and `fill` will automatically figure out what arguments to set (for example, we are setting the `linestyle`, `linewidth`, and `color` arguments with `line`.) Note that we pass a matrix of colors, and this applies the colors to each series.
|
||||
|
||||
```julia
|
||||
plot(Vector[rand(10),rand(20)],marker=(:ellipse,8),line=(:dot,3,[:black :orange]))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Build plot in pieces
|
||||
|
||||
Start with a base plot...
|
||||
|
||||
```julia
|
||||
plot(rand(100) / 3,reg=true,fill=(0,:green))
|
||||
```
|
||||
|
||||

|
||||
|
||||
###
|
||||
|
||||
and add to it later.
|
||||
|
||||
```julia
|
||||
scatter!(rand(100),markersize=6,c=:orange)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Line types
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
types = intersect(supportedTypes(),[:line,:path,:steppre,:steppost,:sticks,:scatter])'
|
||||
n = length(types)
|
||||
x = Vector[sort(rand(20)) for i = 1:n]
|
||||
y = rand(20,n)
|
||||
plot(x,y,line=(types,3),lab=map(string,types),ms=15)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Line styles
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
styles = setdiff(supportedStyles(),[:auto])'
|
||||
plot(cumsum(randn(20,length(styles)),1),style=:auto,label=map(string,styles),w=5)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Marker types
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
markers = setdiff(supportedMarkers(),[:none,:auto,Shape])'
|
||||
n = length(markers)
|
||||
x = (linspace(0,10,n + 2))[2:end - 1]
|
||||
y = repmat(reverse(x)',n,1)
|
||||
scatter(x,y,m=(8,:auto),lab=map(string,markers),bg=:linen)
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Bar
|
||||
|
||||
x is the midpoint of the bar. (todo: allow passing of edges instead of midpoints)
|
||||
|
||||
```julia
|
||||
bar(randn(999))
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Histogram
|
||||
|
||||
|
||||
|
||||
```julia
|
||||
histogram(randn(1000),nbins=50)
|
||||
```
|
||||
|
||||

|
||||
|
||||
- Supported arguments: `annotation`, `color`, `color_palette`, `fillcolor`, `fillrange`, `group`, `label`, `legend`, `linestyle`, `linetype`, `linewidth`, `markercolor`, `markershape`, `markersize`, `nbins`, `show`, `size`, `smooth`, `title`, `windowtitle`, `x`, `xlabel`, `xlims`, `xscale`, `y`, `ylabel`, `ylims`, `yscale`
|
||||
- Supported values for axis: `:auto`, `:left`
|
||||
- Supported values for linetype: `:bar`, `:hist`, `:line`, `:none`, `:path`, `:scatter`, `:sticks`
|
||||
- Supported values for linestyle: `:auto`, `:dash`, `:dashdot`, `:dot`, `:solid`
|
||||
- Supported values for marker: `:auto`, `:cross`, `:diamond`, `:dtriangle`, `:ellipse`, `:none`, `:rect`, `:star5`, `:utriangle`, `:xcross`
|
||||
- Is `subplot`/`subplot!` supported? No
|
||||
|
||||
(Automatically generated: 2015-10-18T00:50:13)
|
||||
@@ -1,119 +0,0 @@
|
||||
{
|
||||
"cells": [
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 1,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stderr",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"INFO: Recompiling stale cache file /home/tom/.julia/lib/v0.4/Plots.ji for module Plots.\n"
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"[Plots.jl] Initializing backend: gadfly\n"
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "stderr",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"INFO: Saved animation to /home/tom/.julia/v0.4/Plots/examples/tmp.gif\n"
|
||||
]
|
||||
},
|
||||
{
|
||||
"data": {
|
||||
"text/html": [
|
||||
"<img src=\"tmp.gif?0.4950005887019313>\" />"
|
||||
],
|
||||
"text/plain": [
|
||||
"Plots.AnimatedGif(\"/home/tom/.julia/v0.4/Plots/examples/tmp.gif\")"
|
||||
]
|
||||
},
|
||||
"execution_count": 1,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"using Plots\n",
|
||||
"gadfly()\n",
|
||||
"\n",
|
||||
"# create a plot\n",
|
||||
"n = 10\n",
|
||||
"p = scatter(randn(n), randn(n), size=(500,300))\n",
|
||||
"\n",
|
||||
"# make an animation by adding data and saving the frames\n",
|
||||
"anim = Animation()\n",
|
||||
"for i in 1:100\n",
|
||||
" append!(p, 1, randn(n), randn(n))\n",
|
||||
" frame(anim)\n",
|
||||
"end\n",
|
||||
"g = gif(anim, fps=50)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 2,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stderr",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"INFO: Saved animation to /home/tom/.julia/v0.4/Plots/examples/tmp.gif\n"
|
||||
]
|
||||
},
|
||||
{
|
||||
"data": {
|
||||
"text/html": [
|
||||
"<img src=\"tmp.gif?0.30448413983944445>\" />"
|
||||
],
|
||||
"text/plain": [
|
||||
"Plots.AnimatedGif(\"/home/tom/.julia/v0.4/Plots/examples/tmp.gif\")"
|
||||
]
|
||||
},
|
||||
"execution_count": 2,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"g = gif(anim, fps=1)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": true
|
||||
},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"kernelspec": {
|
||||
"display_name": "Julia 0.4.0-rc4",
|
||||
"language": "julia",
|
||||
"name": "julia-0.4"
|
||||
},
|
||||
"language_info": {
|
||||
"file_extension": ".jl",
|
||||
"mimetype": "application/julia",
|
||||
"name": "julia",
|
||||
"version": "0.4.0"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 0
|
||||
}
|
||||
|
Before Width: | Height: | Size: 32 KiB |
|
Before Width: | Height: | Size: 1.8 MiB |
@@ -1,482 +0,0 @@
|
||||
player,pos,age,bref_team_id,g,gs,mp,fg,fga,fg.,x3p,x3pa,x3p.,x2p,x2pa,x2p.,efg.,ft,fta,ft.,orb,drb,trb,ast,stl,blk,tov,pf,pts,season,season_end
|
||||
Quincy Acy,SF,23,TOT,63,0,847,66,141,0.468,4,15,0.266666666666667,62,126,0.492063492063492,0.482,35,53,0.66,72,144,216,28,23,26,30,122,171,2013-2014,2013
|
||||
Steven Adams,C,20,OKC,81,20,1197,93,185,0.503,0,0,NA,93,185,0.502702702702703,0.503,79,136,0.581,142,190,332,43,40,57,71,203,265,2013-2014,2013
|
||||
Jeff Adrien,PF,27,TOT,53,12,961,143,275,0.52,0,0,NA,143,275,0.52,0.52,76,119,0.639,102,204,306,38,24,36,39,108,362,2013-2014,2013
|
||||
Arron Afflalo,SG,28,ORL,73,73,2552,464,1011,0.459,128,300,0.426666666666667,336,711,0.472573839662447,0.522,274,336,0.815,32,230,262,248,35,3,146,136,1330,2013-2014,2013
|
||||
Alexis Ajinca,C,25,NOP,56,30,951,136,249,0.546,0,1,0,136,248,0.548387096774194,0.546,56,67,0.836,94,183,277,40,23,46,63,187,328,2013-2014,2013
|
||||
Cole Aldrich,C,25,NYK,46,2,330,33,61,0.541,0,0,NA,33,61,0.540983606557377,0.541,26,30,0.867,37,92,129,14,8,30,18,40,92,2013-2014,2013
|
||||
LaMarcus Aldridge,PF,28,POR,69,69,2498,652,1423,0.458,3,15,0.2,649,1408,0.4609375,0.459,296,360,0.822,166,599,765,178,63,68,123,147,1603,2013-2014,2013
|
||||
Lavoy Allen,PF,24,TOT,65,2,1072,134,300,0.447,2,13,0.153846153846154,132,287,0.45993031358885,0.45,33,50,0.66,119,192,311,71,24,33,44,126,303,2013-2014,2013
|
||||
Ray Allen,SG,38,MIA,73,9,1936,240,543,0.442,116,309,0.375404530744337,124,234,0.52991452991453,0.549,105,116,0.905,23,182,205,143,54,8,84,115,701,2013-2014,2013
|
||||
Tony Allen,SG,32,MEM,55,28,1278,204,413,0.494,11,47,0.234042553191489,193,366,0.527322404371585,0.507,76,121,0.628,79,129,208,94,90,19,90,121,495,2013-2014,2013
|
||||
Al-Farouq Aminu,SF,23,NOP,80,65,2045,234,494,0.474,13,48,0.270833333333333,221,446,0.495515695067265,0.487,91,137,0.664,129,367,496,114,82,38,88,147,572,2013-2014,2013
|
||||
Louis Amundson,PF,31,TOT,19,0,185,16,32,0.5,0,0,NA,16,32,0.5,0.5,6,24,0.25,28,27,55,6,9,11,14,49,38,2013-2014,2013
|
||||
Chris Andersen,C,35,MIA,72,0,1396,177,275,0.644,3,12,0.25,174,263,0.661596958174905,0.649,120,169,0.71,129,250,379,19,32,97,53,162,477,2013-2014,2013
|
||||
Alan Anderson,SF,31,BRK,78,26,1773,194,485,0.4,84,248,0.338709677419355,110,237,0.464135021097046,0.487,92,118,0.78,40,135,175,81,48,11,62,147,564,2013-2014,2013
|
||||
James Anderson,SG,24,PHI,80,62,2309,309,717,0.431,115,351,0.327635327635328,194,366,0.530054644808743,0.511,77,106,0.726,59,241,300,149,74,28,106,154,810,2013-2014,2013
|
||||
Ryan Anderson,PF,25,NOP,22,14,795,155,354,0.438,67,164,0.408536585365854,88,190,0.463157894736842,0.532,59,62,0.952,66,76,142,17,10,7,20,47,436,2013-2014,2013
|
||||
Giannis Antetokounmpo,SF,19,MIL,77,23,1897,173,418,0.414,41,118,0.347457627118644,132,300,0.44,0.463,138,202,0.683,78,261,339,150,60,61,122,173,525,2013-2014,2013
|
||||
Carmelo Anthony,PF,29,NYK,77,77,2982,743,1643,0.452,167,415,0.402409638554217,576,1228,0.469055374592834,0.503,459,541,0.848,145,477,622,242,95,51,198,224,2112,2013-2014,2013
|
||||
Joel Anthony,C,31,TOT,33,0,186,12,32,0.375,0,0,NA,12,32,0.375,0.375,4,8,0.5,15,23,38,2,3,12,3,17,28,2013-2014,2013
|
||||
Pero Antic,PF,31,ATL,50,26,925,123,294,0.418,56,171,0.327485380116959,67,123,0.544715447154472,0.514,50,66,0.758,57,152,209,58,19,12,55,126,352,2013-2014,2013
|
||||
Trevor Ariza,SF,28,WAS,77,77,2723,389,853,0.456,180,442,0.407239819004525,209,411,0.508515815085158,0.562,149,193,0.772,99,376,475,191,126,20,132,179,1107,2013-2014,2013
|
||||
Hilton Armstrong,C,29,GSW,15,1,97,9,19,0.474,0,0,NA,9,19,0.473684210526316,0.474,7,16,0.438,19,28,47,5,4,4,6,11,25,2013-2014,2013
|
||||
Darrell Arthur,SF,25,DEN,68,1,1161,162,410,0.395,24,64,0.375,138,346,0.398843930635838,0.424,53,62,0.855,52,158,210,61,39,47,58,185,401,2013-2014,2013
|
||||
Omer Asik,C,27,HOU,48,19,968,101,190,0.532,0,0,NA,101,190,0.531578947368421,0.532,78,126,0.619,101,277,378,25,14,37,59,92,280,2013-2014,2013
|
||||
D.J. Augustin,PG,26,TOT,71,9,1939,298,718,0.415,133,332,0.400602409638554,165,386,0.427461139896373,0.508,201,227,0.885,15,115,130,313,53,3,125,147,930,2013-2014,2013
|
||||
Gustavo Ayon,C,28,ATL,26,14,429,52,102,0.51,0,0,NA,52,102,0.509803921568627,0.51,8,20,0.4,42,83,125,28,25,10,29,47,112,2013-2014,2013
|
||||
Jeff Ayres,PF,26,SAS,73,10,952,101,174,0.58,0,0,NA,101,174,0.580459770114943,0.58,38,55,0.691,89,169,258,60,13,25,63,146,240,2013-2014,2013
|
||||
Chris Babb,SG,23,BOS,14,0,132,8,30,0.267,6,27,0.222222222222222,2,3,0.666666666666667,0.367,0,0,NA,4,13,17,3,6,0,3,13,22,2013-2014,2013
|
||||
Luke Babbitt,PF,24,NOP,27,2,473,60,154,0.39,36,95,0.378947368421053,24,59,0.406779661016949,0.506,14,18,0.778,18,70,88,29,7,11,15,52,170,2013-2014,2013
|
||||
Leandro Barbosa,PG,31,PHO,20,0,368,56,131,0.427,7,25,0.28,49,106,0.462264150943396,0.454,31,39,0.795,5,32,37,32,7,4,19,30,150,2013-2014,2013
|
||||
Jose Barea,PG,29,MIN,79,1,1471,254,656,0.387,73,231,0.316017316017316,181,425,0.425882352941176,0.443,79,100,0.79,16,138,154,303,26,0,125,129,660,2013-2014,2013
|
||||
Andrea Bargnani,C,28,NYK,42,39,1257,222,502,0.442,30,108,0.277777777777778,192,394,0.487309644670051,0.472,84,102,0.824,69,153,222,45,14,52,58,100,558,2013-2014,2013
|
||||
Harrison Barnes,SF,21,GSW,78,24,2204,271,679,0.399,66,190,0.347368421052632,205,489,0.419222903885481,0.448,130,181,0.718,66,245,311,116,65,20,84,158,738,2013-2014,2013
|
||||
Matt Barnes,SF,33,LAC,63,40,1735,231,527,0.438,97,283,0.342756183745583,134,244,0.549180327868853,0.53,66,90,0.733,60,232,292,125,56,28,85,185,625,2013-2014,2013
|
||||
Will Barton,SG,23,POR,41,0,387,65,156,0.417,10,33,0.303030303030303,55,123,0.447154471544715,0.449,26,32,0.813,16,58,74,33,9,7,18,31,166,2013-2014,2013
|
||||
Brandon Bass,PF,28,BOS,82,73,2266,352,725,0.486,2,6,0.333333333333333,350,719,0.486787204450626,0.487,205,239,0.858,161,309,470,87,36,71,102,190,911,2013-2014,2013
|
||||
Shane Battier,SF,35,MIA,73,56,1468,105,275,0.382,73,210,0.347619047619048,32,65,0.492307692307692,0.515,15,23,0.652,34,104,138,63,50,39,21,124,298,2013-2014,2013
|
||||
Nicolas Batum,SF,25,POR,82,82,2956,381,819,0.465,145,402,0.360696517412935,236,417,0.565947242206235,0.554,163,203,0.803,116,495,611,420,75,57,208,156,1070,2013-2014,2013
|
||||
Jerryd Bayless,PG,25,TOT,72,19,1686,248,617,0.402,76,212,0.358490566037736,172,405,0.424691358024691,0.464,94,118,0.797,22,123,145,194,60,9,82,161,666,2013-2014,2013
|
||||
Aron Baynes,C,27,SAS,53,4,491,71,163,0.436,0,0,NA,71,163,0.43558282208589,0.436,19,21,0.905,57,88,145,34,2,5,36,77,161,2013-2014,2013
|
||||
Kent Bazemore,SG,24,TOT,67,15,911,147,343,0.429,43,128,0.3359375,104,215,0.483720930232558,0.491,66,109,0.606,10,107,117,91,43,13,79,102,403,2013-2014,2013
|
||||
Bradley Beal,SG,20,WAS,73,73,2530,481,1149,0.419,138,343,0.402332361516035,343,806,0.425558312655087,0.479,149,189,0.788,54,219,273,243,71,18,128,153,1249,2013-2014,2013
|
||||
Michael Beasley,SF,25,MIA,55,2,831,177,355,0.499,21,54,0.388888888888889,156,301,0.518272425249169,0.528,61,79,0.772,31,141,172,42,23,21,57,93,436,2013-2014,2013
|
||||
Marco Belinelli,SF,27,SAS,80,25,2016,337,695,0.485,126,293,0.430034129692833,211,402,0.524875621890547,0.576,111,131,0.847,18,208,226,179,50,7,95,130,911,2013-2014,2013
|
||||
Anthony Bennett,SF,20,CLE,52,0,663,80,225,0.356,13,53,0.245283018867925,67,172,0.38953488372093,0.384,44,69,0.638,49,106,155,17,21,8,47,93,217,2013-2014,2013
|
||||
Patrick Beverley,SG,25,HOU,56,55,1751,199,481,0.414,92,255,0.36078431372549,107,226,0.473451327433628,0.509,83,102,0.814,72,124,196,151,77,23,66,174,573,2013-2014,2013
|
||||
Andris Biedrins,C,27,UTA,6,0,45,1,1,1,0,0,NA,1,1,1,1,1,6,0.167,2,15,17,0,0,0,2,6,3,2013-2014,2013
|
||||
Chauncey Billups,SG,37,DET,19,7,309,24,79,0.304,14,48,0.291666666666667,10,31,0.32258064516129,0.392,10,12,0.833,4,24,28,42,8,1,25,25,72,2013-2014,2013
|
||||
Bismack Biyombo,C,21,CHA,77,9,1072,88,144,0.611,0,0,NA,88,144,0.611111111111111,0.611,46,89,0.517,105,261,366,8,7,86,40,124,222,2013-2014,2013
|
||||
DeJuan Blair,PF,24,DAL,78,13,1214,210,393,0.534,0,2,0,210,391,0.537084398976982,0.534,77,121,0.636,139,229,368,70,60,21,77,192,497,2013-2014,2013
|
||||
Steve Blake,PG,33,TOT,55,28,1498,133,353,0.377,79,210,0.376190476190476,54,143,0.377622377622378,0.489,33,43,0.767,13,146,159,307,54,8,102,85,378,2013-2014,2013
|
||||
Andray Blatche,PF,27,BRK,73,7,1618,321,674,0.476,15,54,0.277777777777778,306,620,0.493548387096774,0.487,164,221,0.742,120,270,390,112,75,38,110,166,821,2013-2014,2013
|
||||
Eric Bledsoe,PG,24,PHO,43,40,1416,265,556,0.477,50,140,0.357142857142857,215,416,0.516826923076923,0.522,183,237,0.772,27,175,202,235,69,14,143,99,763,2013-2014,2013
|
||||
Vander Blue,SG,21,BOS,3,0,15,2,4,0.5,0,1,0,2,3,0.666666666666667,0.5,1,5,0.2,0,3,3,1,0,0,2,1,5,2013-2014,2013
|
||||
Keith Bogans,SG,33,BOS,6,0,55,3,6,0.5,3,6,0.5,0,0,NA,0.75,3,3,1,0,3,3,3,1,0,1,2,12,2013-2014,2013
|
||||
Andrew Bogut,C,29,GSW,67,67,1769,235,375,0.627,0,0,NA,235,375,0.626666666666667,0.627,22,64,0.344,182,489,671,112,47,121,97,210,492,2013-2014,2013
|
||||
Matt Bonner,PF,33,SAS,61,0,690,73,164,0.445,42,98,0.428571428571429,31,66,0.46969696969697,0.573,9,12,0.75,16,114,130,31,15,11,16,49,197,2013-2014,2013
|
||||
Trevor Booker,PF,26,WAS,72,45,1553,222,403,0.551,0,2,0,222,401,0.553615960099751,0.551,47,76,0.618,149,230,379,64,41,45,58,131,491,2013-2014,2013
|
||||
Carlos Boozer,PF,32,CHI,76,76,2141,447,980,0.456,0,2,0,447,978,0.457055214723926,0.456,148,193,0.767,137,495,632,118,53,22,154,216,1042,2013-2014,2013
|
||||
Chris Bosh,C,29,MIA,79,79,2531,492,953,0.516,74,218,0.339449541284404,418,735,0.568707482993197,0.555,223,272,0.82,98,424,522,87,80,78,125,192,1281,2013-2014,2013
|
||||
Avery Bradley,PG,23,BOS,60,58,1855,361,825,0.438,79,200,0.395,282,625,0.4512,0.485,90,112,0.804,48,178,226,85,63,11,96,145,891,2013-2014,2013
|
||||
Elton Brand,PF,34,ATL,73,15,1414,179,332,0.539,0,2,0,179,330,0.542424242424242,0.539,61,94,0.649,97,264,361,74,40,88,60,192,419,2013-2014,2013
|
||||
Corey Brewer,SF,27,MIN,81,81,2609,388,807,0.481,59,211,0.279620853080569,329,596,0.552013422818792,0.517,163,227,0.718,63,144,207,135,151,30,105,210,998,2013-2014,2013
|
||||
Ronnie Brewer,SF,28,TOT,24,3,160,3,15,0.2,1,8,0.125,2,7,0.285714285714286,0.233,0,2,0,2,12,14,10,6,1,2,4,7,2013-2014,2013
|
||||
Aaron Brooks,PG,29,TOT,72,12,1557,233,581,0.401,96,248,0.387096774193548,137,333,0.411411411411411,0.484,83,95,0.874,43,97,140,233,52,13,117,146,645,2013-2014,2013
|
||||
MarShon Brooks,SG,25,TOT,35,0,316,57,125,0.456,13,25,0.52,44,100,0.44,0.508,32,44,0.727,10,44,54,25,14,4,24,21,159,2013-2014,2013
|
||||
Lorenzo Brown,SG,23,PHI,26,0,224,26,86,0.302,3,30,0.1,23,56,0.410714285714286,0.32,9,13,0.692,8,20,28,41,13,3,16,19,64,2013-2014,2013
|
||||
Shannon Brown,SG,28,TOT,29,1,251,24,66,0.364,0,2,0,24,64,0.375,0.364,15,21,0.714,7,21,28,9,13,0,18,24,63,2013-2014,2013
|
||||
Kobe Bryant,SG,35,LAL,6,6,177,31,73,0.425,3,16,0.1875,28,57,0.491228070175439,0.445,18,21,0.857,2,24,26,38,7,1,34,9,83,2013-2014,2013
|
||||
Chase Budinger,SF,25,MIN,41,8,751,100,254,0.394,42,120,0.35,58,134,0.432835820895522,0.476,32,39,0.821,19,84,103,31,19,2,24,58,274,2013-2014,2013
|
||||
Reggie Bullock,SF,22,LAC,43,0,395,43,121,0.355,22,73,0.301369863013699,21,48,0.4375,0.446,7,9,0.778,11,43,54,12,9,1,13,26,115,2013-2014,2013
|
||||
Trey Burke,PG,21,UTA,70,68,2262,341,897,0.38,111,336,0.330357142857143,230,561,0.409982174688057,0.442,102,113,0.903,37,171,208,396,42,6,131,145,895,2013-2014,2013
|
||||
Alec Burks,SG,22,UTA,78,12,2193,380,831,0.457,50,143,0.34965034965035,330,688,0.479651162790698,0.487,279,373,0.748,59,198,257,212,69,14,149,190,1089,2013-2014,2013
|
||||
Caron Butler,SF,33,TOT,56,13,1419,213,540,0.394,98,249,0.393574297188755,115,291,0.395189003436426,0.485,63,75,0.84,21,208,229,82,47,17,60,120,587,2013-2014,2013
|
||||
Jimmy Butler,SG,24,CHI,67,67,2591,275,693,0.397,68,240,0.283333333333333,207,453,0.456953642384106,0.446,260,338,0.769,87,243,330,175,127,36,102,106,878,2013-2014,2013
|
||||
Rasual Butler,SG,34,IND,50,2,378,51,110,0.464,26,62,0.419354838709677,25,48,0.520833333333333,0.582,8,14,0.571,6,35,41,17,7,9,11,30,136,2013-2014,2013
|
||||
Dwight Buycks,PG,24,TOR,14,0,146,15,48,0.313,5,17,0.294117647058824,10,31,0.32258064516129,0.365,8,9,0.889,4,19,23,10,8,0,10,11,43,2013-2014,2013
|
||||
Andrew Bynum,C,26,TOT,26,19,516,94,225,0.418,0,0,NA,94,225,0.417777777777778,0.418,37,49,0.755,53,92,145,29,6,29,34,31,225,2013-2014,2013
|
||||
Will Bynum,PG,31,DET,56,3,1054,184,430,0.428,20,62,0.32258064516129,164,368,0.445652173913043,0.451,97,121,0.802,24,75,99,216,39,7,103,121,485,2013-2014,2013
|
||||
Nick Calathes,SG,24,MEM,71,7,1173,142,311,0.457,19,61,0.311475409836066,123,250,0.492,0.487,44,72,0.611,23,114,137,207,66,8,101,117,347,2013-2014,2013
|
||||
Jose Calderon,SG,32,DAL,81,81,2468,341,748,0.456,191,425,0.449411764705882,150,323,0.464396284829721,0.584,52,63,0.825,29,163,192,377,69,11,103,136,925,2013-2014,2013
|
||||
Kentavious Caldwell-Pope,SG,20,DET,80,41,1583,182,460,0.396,59,185,0.318918918918919,123,275,0.447272727272727,0.46,47,61,0.77,38,118,156,55,75,12,28,145,470,2013-2014,2013
|
||||
Isaiah Canaan,PG,22,HOU,22,0,252,31,87,0.356,18,55,0.327272727272727,13,32,0.40625,0.46,21,29,0.724,7,17,24,22,8,4,21,25,101,2013-2014,2013
|
||||
DeMarre Carroll,SF,27,ATL,73,73,2341,302,642,0.47,97,268,0.361940298507463,205,374,0.548128342245989,0.546,109,141,0.773,107,296,403,134,108,21,79,188,810,2013-2014,2013
|
||||
Vince Carter,SG,37,DAL,81,0,1973,330,811,0.407,146,371,0.393530997304582,184,440,0.418181818181818,0.497,161,196,0.821,67,217,284,212,61,35,108,209,967,2013-2014,2013
|
||||
Michael Carter-Williams,PG,22,PHI,70,70,2414,427,1054,0.405,55,208,0.264423076923077,372,846,0.439716312056738,0.431,258,367,0.703,101,336,437,441,130,43,247,213,1167,2013-2014,2013
|
||||
Omri Casspi,PF,25,HOU,71,2,1283,173,410,0.422,61,176,0.346590909090909,112,234,0.478632478632479,0.496,83,122,0.68,55,205,260,88,44,14,72,100,490,2013-2014,2013
|
||||
Mario Chalmers,PG,27,MIA,73,73,2178,254,560,0.454,87,226,0.384955752212389,167,334,0.5,0.531,121,163,0.742,41,173,214,357,119,16,162,210,716,2013-2014,2013
|
||||
Tyson Chandler,C,31,NYK,55,55,1662,191,322,0.593,0,1,0,191,321,0.595015576323987,0.593,98,155,0.632,159,370,529,59,36,63,71,145,480,2013-2014,2013
|
||||
Wilson Chandler,SF,26,DEN,62,55,1927,307,738,0.416,122,351,0.347578347578348,185,387,0.478036175710594,0.499,110,152,0.724,58,236,294,114,46,31,79,193,846,2013-2014,2013
|
||||
Josh Childress,SF,30,NOP,4,0,24,0,0,NA,0,0,NA,0,0,NA,NA,0,0,NA,0,3,3,2,1,0,1,1,0,2013-2014,2013
|
||||
Dionte Christmas,SF,27,PHO,31,0,198,22,62,0.355,9,31,0.290322580645161,13,31,0.419354838709677,0.427,18,24,0.75,13,25,38,8,2,3,6,19,71,2013-2014,2013
|
||||
Earl Clark,PF,26,TOT,54,17,768,97,261,0.372,41,122,0.336065573770492,56,139,0.402877697841727,0.45,22,34,0.647,22,121,143,18,17,25,31,67,257,2013-2014,2013
|
||||
Ian Clark,SG,22,UTA,23,0,172,26,67,0.388,11,31,0.354838709677419,15,36,0.416666666666667,0.47,5,7,0.714,3,16,19,15,8,2,14,24,68,2013-2014,2013
|
||||
Victor Claver,SF,25,POR,21,0,184,17,42,0.405,3,18,0.166666666666667,14,24,0.583333333333333,0.44,10,11,0.909,9,30,39,12,3,3,11,16,47,2013-2014,2013
|
||||
Norris Cole,PG,25,MIA,82,6,2014,207,500,0.414,60,174,0.344827586206897,147,326,0.450920245398773,0.474,53,68,0.779,17,143,160,248,77,5,127,156,527,2013-2014,2013
|
||||
Jason Collins,C,35,BRK,22,1,172,11,24,0.458,0,3,0,11,21,0.523809523809524,0.458,3,4,0.75,7,12,19,4,8,1,7,30,25,2013-2014,2013
|
||||
Darren Collison,PG,26,LAC,80,35,2069,324,694,0.467,71,189,0.375661375661376,253,505,0.500990099009901,0.518,192,224,0.857,47,141,188,297,93,15,132,150,911,2013-2014,2013
|
||||
Nick Collison,PF,33,OKC,81,0,1353,134,241,0.556,4,17,0.235294117647059,130,224,0.580357142857143,0.564,66,93,0.71,116,177,293,104,30,28,71,187,338,2013-2014,2013
|
||||
Mike Conley,PG,26,MEM,73,73,2446,463,1030,0.45,105,291,0.360824742268041,358,739,0.484438430311231,0.5,225,276,0.815,41,172,213,441,110,13,150,141,1256,2013-2014,2013
|
||||
Chris Copeland,SF,29,IND,41,0,265,55,117,0.47,33,79,0.417721518987342,22,38,0.578947368421053,0.611,10,14,0.714,7,25,32,18,3,7,14,38,153,2013-2014,2013
|
||||
DeMarcus Cousins,C,23,SAC,71,71,2298,591,1191,0.496,0,7,0,591,1184,0.499155405405405,0.496,432,595,0.726,218,613,831,207,109,91,251,270,1614,2013-2014,2013
|
||||
Robert Covington,SF,23,HOU,7,0,34,6,14,0.429,4,11,0.363636363636364,2,3,0.666666666666667,0.571,0,0,NA,2,3,5,0,2,0,1,3,16,2013-2014,2013
|
||||
Allen Crabbe,SG,21,POR,15,0,100,12,33,0.364,6,14,0.428571428571429,6,19,0.315789473684211,0.455,3,4,0.75,1,8,9,6,2,1,3,10,33,2013-2014,2013
|
||||
Jamal Crawford,SG,33,LAC,69,24,2094,421,1011,0.416,161,446,0.360986547085202,260,565,0.460176991150442,0.496,279,322,0.866,34,124,158,223,59,12,135,120,1282,2013-2014,2013
|
||||
Jordan Crawford,SG,25,TOT,81,35,1859,327,788,0.415,90,285,0.315789473684211,237,503,0.47117296222664,0.472,146,169,0.864,28,155,183,281,47,5,134,120,890,2013-2014,2013
|
||||
Jae Crowder,SF,23,DAL,78,8,1254,130,296,0.439,50,151,0.33112582781457,80,145,0.551724137931034,0.524,46,61,0.754,46,148,194,60,59,21,41,100,356,2013-2014,2013
|
||||
Dante Cunningham,SF,26,MIN,81,7,1635,236,509,0.464,0,5,0,236,504,0.468253968253968,0.464,38,67,0.567,112,218,330,83,62,58,42,146,510,2013-2014,2013
|
||||
Jared Cunningham,SG,22,TOT,13,0,80,6,21,0.286,1,7,0.142857142857143,5,14,0.357142857142857,0.31,13,16,0.813,1,5,6,8,3,0,2,16,26,2013-2014,2013
|
||||
Seth Curry,PG,23,TOT,2,0,13,1,3,0.333,1,1,1,0,2,0,0.5,0,0,NA,0,1,1,0,2,0,0,0,3,2013-2014,2013
|
||||
Stephen Curry,PG,25,GSW,78,78,2846,652,1383,0.471,261,615,0.424390243902439,391,768,0.509114583333333,0.566,308,348,0.885,46,288,334,666,128,14,294,194,1873,2013-2014,2013
|
||||
Samuel Dalembert,C,32,DAL,80,68,1614,214,377,0.568,0,1,0,214,376,0.569148936170213,0.568,101,137,0.737,200,341,541,38,41,94,90,210,529,2013-2014,2013
|
||||
Troy Daniels,SG,22,HOU,5,1,75,15,31,0.484,12,25,0.48,3,6,0.5,0.677,0,0,NA,0,4,4,5,0,0,3,6,42,2013-2014,2013
|
||||
Luigi Datome,SF,26,DET,34,0,238,34,97,0.351,7,39,0.179487179487179,27,58,0.46551724137931,0.387,8,10,0.8,14,32,46,11,6,1,11,20,83,2013-2014,2013
|
||||
Brandon Davies,PF,22,PHI,51,0,575,54,128,0.422,2,10,0.2,52,118,0.440677966101695,0.43,34,53,0.642,38,71,109,28,24,8,35,92,144,2013-2014,2013
|
||||
Anthony Davis,C,20,NOP,67,66,2358,522,1005,0.519,2,9,0.222222222222222,520,996,0.522088353413655,0.52,348,440,0.791,207,466,673,105,89,189,109,200,1394,2013-2014,2013
|
||||
Ed Davis,PF,24,MEM,63,4,956,155,290,0.534,0,0,NA,155,290,0.53448275862069,0.534,47,89,0.528,92,168,260,27,17,43,40,114,357,2013-2014,2013
|
||||
Glen Davis,PF,28,TOT,68,44,1662,271,593,0.457,4,11,0.363636363636364,267,582,0.458762886597938,0.46,95,137,0.693,108,243,351,77,58,29,76,159,641,2013-2014,2013
|
||||
Austin Daye,SF,25,TOT,22,1,148,24,68,0.353,12,37,0.324324324324324,12,31,0.387096774193548,0.441,6,10,0.6,5,22,27,8,4,4,5,18,66,2013-2014,2013
|
||||
Nando De Colo,SF,26,TOT,47,3,494,64,153,0.418,18,53,0.339622641509434,46,100,0.46,0.477,31,35,0.886,14,59,73,65,22,6,35,48,177,2013-2014,2013
|
||||
Dewayne Dedmon,C,24,TOT,31,6,390,38,83,0.458,0,0,NA,38,83,0.457831325301205,0.458,21,32,0.656,38,89,127,5,7,22,18,66,97,2013-2014,2013
|
||||
Matthew Dellavedova,SG,23,CLE,72,4,1271,122,296,0.412,57,155,0.367741935483871,65,141,0.460992907801418,0.508,38,48,0.792,29,94,123,187,33,5,60,121,339,2013-2014,2013
|
||||
Luol Deng,SF,28,TOT,63,63,2213,371,860,0.431,57,189,0.301587301587302,314,671,0.46795827123696,0.465,212,268,0.791,99,262,361,183,62,9,114,111,1011,2013-2014,2013
|
||||
DeMar DeRozan,SG,24,TOR,79,79,3017,604,1407,0.429,64,210,0.304761904761905,540,1197,0.451127819548872,0.452,519,630,0.824,51,292,343,313,86,28,176,197,1791,2013-2014,2013
|
||||
Boris Diaw,PF,31,SAS,79,24,1974,302,580,0.521,45,112,0.401785714285714,257,468,0.549145299145299,0.559,68,92,0.739,74,252,326,222,44,32,121,140,717,2013-2014,2013
|
||||
Gorgui Dieng,C,24,MIN,60,15,818,113,227,0.498,1,1,1,112,226,0.495575221238938,0.5,59,93,0.634,103,197,300,39,30,50,54,108,286,2013-2014,2013
|
||||
Toney Douglas,PG,27,TOT,51,17,675,73,190,0.384,31,102,0.303921568627451,42,88,0.477272727272727,0.466,25,34,0.735,18,69,87,68,19,5,34,81,202,2013-2014,2013
|
||||
Chris Douglas-Roberts,SF,27,CHA,49,8,1016,111,252,0.44,51,132,0.386363636363636,60,120,0.5,0.542,66,82,0.805,16,103,119,51,29,16,36,61,339,2013-2014,2013
|
||||
Goran Dragic,SG,27,PHO,76,75,2668,552,1093,0.505,122,299,0.408026755852843,430,794,0.541561712846348,0.561,316,416,0.76,69,176,245,447,104,22,213,206,1542,2013-2014,2013
|
||||
Andre Drummond,C,20,DET,81,81,2619,479,769,0.623,0,2,0,479,767,0.624511082138201,0.623,137,328,0.418,440,631,1071,35,101,131,110,273,1095,2013-2014,2013
|
||||
Jared Dudley,SF,28,LAC,74,43,1729,196,447,0.438,81,225,0.36,115,222,0.518018018018018,0.529,38,58,0.655,36,124,160,104,41,10,56,146,511,2013-2014,2013
|
||||
Tim Duncan,C,37,SAS,74,74,2158,444,906,0.49,0,5,0,444,901,0.492785793562708,0.49,231,316,0.731,158,563,721,220,43,139,159,134,1119,2013-2014,2013
|
||||
Mike Dunleavy,SF,33,CHI,82,61,2584,333,774,0.43,123,324,0.37962962962963,210,450,0.466666666666667,0.51,140,164,0.854,46,299,345,186,64,46,108,163,929,2013-2014,2013
|
||||
Kevin Durant,SF,25,OKC,81,81,3122,849,1688,0.503,192,491,0.391038696537678,657,1197,0.548872180451128,0.56,703,805,0.873,58,540,598,445,103,59,285,174,2593,2013-2014,2013
|
||||
Shane Edwards,SF,26,CLE,2,0,12,1,3,0.333,0,0,NA,1,3,0.333333333333333,0.333,0,0,NA,1,1,2,0,0,0,1,1,2,2013-2014,2013
|
||||
Wayne Ellington,SG,26,DAL,45,1,393,55,126,0.437,25,59,0.423728813559322,30,67,0.447761194029851,0.536,10,11,0.909,8,35,43,19,16,2,11,33,145,2013-2014,2013
|
||||
Monta Ellis,PG,28,DAL,82,82,3023,576,1278,0.451,69,209,0.330143540669856,507,1069,0.474275023386342,0.478,339,430,0.788,38,257,295,471,141,23,264,197,1560,2013-2014,2013
|
||||
Melvin Ely,C,35,NOP,2,0,27,3,6,0.5,0,0,NA,3,6,0.5,0.5,0,0,NA,0,1,1,0,0,1,0,5,6,2013-2014,2013
|
||||
Jeremy Evans,SF,26,UTA,66,4,1209,175,332,0.527,0,2,0,175,330,0.53030303030303,0.527,51,75,0.68,120,190,310,44,42,46,40,139,401,2013-2014,2013
|
||||
Reggie Evans,PF,33,TOT,54,20,899,71,150,0.473,0,0,NA,71,150,0.473333333333333,0.473,72,130,0.554,115,219,334,21,37,3,58,119,214,2013-2014,2013
|
||||
Tyreke Evans,SF,24,NOP,72,22,2028,391,897,0.436,21,95,0.221052631578947,370,802,0.461346633416459,0.448,239,310,0.771,76,265,341,363,84,21,175,155,1042,2013-2014,2013
|
||||
Kenneth Faried,PF,24,DEN,80,77,2178,447,820,0.545,0,3,0,447,817,0.547123623011016,0.545,202,311,0.65,238,446,684,96,70,69,135,193,1096,2013-2014,2013
|
||||
Jordan Farmar,PG,27,LAL,41,5,912,151,364,0.415,70,160,0.4375,81,204,0.397058823529412,0.511,44,59,0.746,20,84,104,199,38,8,95,65,416,2013-2014,2013
|
||||
Vitor Faverani,C,25,BOS,37,8,488,64,147,0.435,12,40,0.3,52,107,0.485981308411215,0.476,24,37,0.649,42,86,128,16,14,27,41,74,164,2013-2014,2013
|
||||
Derrick Favors,PF,22,UTA,73,73,2201,390,747,0.522,0,1,0,390,746,0.522788203753351,0.522,190,284,0.669,199,438,637,91,75,108,129,236,970,2013-2014,2013
|
||||
Carrick Felix,SG,23,CLE,7,0,38,7,14,0.5,2,5,0.4,5,9,0.555555555555556,0.571,3,4,0.75,1,5,6,4,0,0,4,4,19,2013-2014,2013
|
||||
Raymond Felton,PG,29,NYK,65,65,2017,240,608,0.395,62,195,0.317948717948718,178,413,0.430992736077482,0.446,88,122,0.721,54,143,197,365,78,27,129,157,630,2013-2014,2013
|
||||
Landry Fields,SF,25,TOR,30,2,322,27,67,0.403,0,5,0,27,62,0.435483870967742,0.403,14,22,0.636,15,44,59,20,10,3,11,25,68,2013-2014,2013
|
||||
Derek Fisher,SG,39,OKC,81,0,1428,141,361,0.391,88,229,0.384279475982533,53,132,0.401515151515151,0.512,55,71,0.775,12,110,122,117,70,3,49,157,425,2013-2014,2013
|
||||
Evan Fournier,SG,21,DEN,76,4,1503,228,544,0.419,89,237,0.375527426160338,139,307,0.452768729641694,0.501,93,123,0.756,34,168,202,112,34,7,100,179,638,2013-2014,2013
|
||||
Randy Foye,SG,30,DEN,81,78,2485,361,875,0.413,189,498,0.379518072289157,172,377,0.456233421750663,0.521,157,185,0.849,36,196,232,287,67,39,145,205,1068,2013-2014,2013
|
||||
Jamaal Franklin,SG,22,MEM,21,0,161,16,39,0.41,5,11,0.454545454545455,11,28,0.392857142857143,0.474,2,2,1,4,19,23,6,4,2,11,23,39,2013-2014,2013
|
||||
Jimmer Fredette,SG,24,TOT,49,0,519,107,227,0.471,40,84,0.476190476190476,67,143,0.468531468531469,0.559,19,21,0.905,8,44,52,64,14,3,48,35,273,2013-2014,2013
|
||||
Joel Freeland,C,26,POR,52,0,727,77,162,0.475,0,2,0,77,160,0.48125,0.475,20,29,0.69,88,120,208,36,10,22,32,95,174,2013-2014,2013
|
||||
Channing Frye,PF,30,PHO,82,82,2312,336,778,0.432,160,432,0.37037037037037,176,346,0.508670520231214,0.535,78,95,0.821,73,343,416,98,60,63,89,245,910,2013-2014,2013
|
||||
Francisco Garcia,SF,32,HOU,55,4,1083,118,294,0.401,69,193,0.357512953367876,49,101,0.485148514851485,0.519,10,19,0.526,21,101,122,63,27,33,30,120,315,2013-2014,2013
|
||||
Kevin Garnett,C,37,BRK,54,54,1109,157,356,0.441,0,3,0,157,353,0.444759206798867,0.441,38,47,0.809,60,298,358,82,43,40,69,123,352,2013-2014,2013
|
||||
Diante Garrett,PG,25,UTA,71,0,1048,101,265,0.381,36,96,0.375,65,169,0.384615384615385,0.449,10,12,0.833,11,86,97,120,41,5,75,75,248,2013-2014,2013
|
||||
Marc Gasol,C,29,MEM,59,59,1970,336,711,0.473,2,11,0.181818181818182,334,700,0.477142857142857,0.474,185,241,0.768,84,340,424,215,59,76,111,150,859,2013-2014,2013
|
||||
Pau Gasol,C,33,LAL,60,60,1884,425,885,0.48,4,14,0.285714285714286,421,871,0.483352468427095,0.482,187,254,0.736,124,456,580,201,27,92,141,124,1041,2013-2014,2013
|
||||
Rudy Gay,SF,27,TOT,73,73,2531,537,1179,0.455,65,197,0.32994923857868,472,982,0.480651731160896,0.483,318,387,0.822,113,324,437,209,95,56,224,171,1457,2013-2014,2013
|
||||
Alonzo Gee,SF,26,CLE,65,24,1020,98,236,0.415,19,58,0.327586206896552,79,178,0.443820224719101,0.456,43,61,0.705,35,114,149,47,39,15,44,96,258,2013-2014,2013
|
||||
Paul George,SF,23,IND,80,80,2898,577,1362,0.424,182,500,0.364,395,862,0.458236658932715,0.49,401,464,0.864,64,478,542,283,151,22,224,198,1737,2013-2014,2013
|
||||
Taj Gibson,PF,28,CHI,82,8,2351,429,896,0.479,0,7,0,429,889,0.482564679415073,0.479,211,281,0.751,200,358,558,91,41,112,150,207,1069,2013-2014,2013
|
||||
Manu Ginobili,SG,36,SAS,68,3,1550,294,627,0.469,90,258,0.348837209302326,204,369,0.552845528455285,0.541,160,188,0.851,30,172,202,293,70,17,139,128,838,2013-2014,2013
|
||||
Rudy Gobert,C,21,UTA,45,0,434,36,74,0.486,0,0,NA,36,74,0.486486486486487,0.486,32,65,0.492,51,104,155,7,8,41,32,57,104,2013-2014,2013
|
||||
Ryan Gomes,SF,31,OKC,5,0,34,3,8,0.375,0,2,0,3,6,0.5,0.375,0,0,NA,0,4,4,1,0,0,1,5,6,2013-2014,2013
|
||||
Drew Gooden,C,32,WAS,22,0,395,76,143,0.531,7,17,0.411764705882353,69,126,0.547619047619048,0.556,24,27,0.889,37,77,114,15,10,7,17,53,183,2013-2014,2013
|
||||
Archie Goodwin,SG,19,PHO,52,0,533,76,167,0.455,5,36,0.138888888888889,71,131,0.541984732824427,0.47,37,55,0.673,25,62,87,20,20,11,44,45,194,2013-2014,2013
|
||||
Ben Gordon,SG,30,CHA,19,0,279,37,108,0.343,8,29,0.275862068965517,29,79,0.367088607594937,0.38,17,21,0.81,3,24,27,21,10,2,21,18,99,2013-2014,2013
|
||||
Eric Gordon,SG,25,NOP,64,64,2057,356,817,0.436,101,258,0.391472868217054,255,559,0.456171735241503,0.498,175,223,0.785,30,135,165,208,74,12,134,114,988,2013-2014,2013
|
||||
Marcin Gortat,C,29,WAS,81,80,2655,455,840,0.542,1,1,1,454,839,0.541120381406436,0.542,157,229,0.686,202,565,767,138,41,121,126,201,1068,2013-2014,2013
|
||||
Danny Granger,SF,30,TOT,41,2,847,116,307,0.378,43,128,0.3359375,73,179,0.407821229050279,0.448,63,67,0.94,31,102,133,41,12,17,46,62,338,2013-2014,2013
|
||||
Aaron Gray,C,29,TOT,37,6,355,27,61,0.443,0,1,0,27,60,0.45,0.443,11,20,0.55,42,69,111,22,10,8,31,64,65,2013-2014,2013
|
||||
Danny Green,SG,26,SAS,68,59,1651,218,505,0.432,132,318,0.415094339622642,86,187,0.459893048128342,0.562,50,63,0.794,25,204,229,104,65,61,76,107,618,2013-2014,2013
|
||||
Draymond Green,SF,23,GSW,82,12,1797,187,459,0.407,55,165,0.333333333333333,132,294,0.448979591836735,0.467,82,123,0.667,86,323,409,152,102,72,91,231,511,2013-2014,2013
|
||||
Gerald Green,SG,28,PHO,82,48,2330,448,1006,0.445,204,510,0.4,244,496,0.491935483870968,0.547,195,230,0.848,48,227,275,122,70,42,145,220,1295,2013-2014,2013
|
||||
Jeff Green,SF,27,BOS,82,82,2805,482,1171,0.412,135,396,0.340909090909091,347,775,0.447741935483871,0.469,283,356,0.795,54,326,380,138,57,47,165,180,1382,2013-2014,2013
|
||||
Willie Green,SG,32,LAC,55,9,869,102,271,0.376,41,121,0.338842975206612,61,150,0.406666666666667,0.452,28,34,0.824,12,66,78,50,22,11,34,96,273,2013-2014,2013
|
||||
Blake Griffin,PF,24,LAC,80,80,2863,718,1359,0.528,12,44,0.272727272727273,706,1315,0.536882129277567,0.533,482,674,0.715,192,565,757,309,92,51,224,265,1930,2013-2014,2013
|
||||
Jorge Gutierrez,PG,25,BRK,15,2,244,25,54,0.463,3,12,0.25,22,42,0.523809523809524,0.491,9,12,0.75,3,19,22,30,10,1,14,37,62,2013-2014,2013
|
||||
Jordan Hamilton,SF,23,TOT,60,12,1019,147,376,0.391,70,198,0.353535353535354,77,178,0.432584269662921,0.484,40,51,0.784,32,162,194,52,44,20,46,67,404,2013-2014,2013
|
||||
Justin Hamilton,C,23,TOT,8,0,72,9,20,0.45,3,9,0.333333333333333,6,11,0.545454545454545,0.525,5,5,1,4,3,7,0,5,0,4,8,26,2013-2014,2013
|
||||
Tyler Hansbrough,PF,28,TOR,64,4,978,93,196,0.474,0,2,0,93,194,0.479381443298969,0.474,126,185,0.681,120,167,287,17,28,19,47,132,312,2013-2014,2013
|
||||
Tim Hardaway,SG,21,NYK,81,1,1875,294,687,0.428,130,358,0.363128491620112,164,329,0.498480243161094,0.523,106,128,0.828,19,102,121,66,44,7,47,144,824,2013-2014,2013
|
||||
James Harden,SG,24,HOU,73,73,2777,549,1205,0.456,177,483,0.366459627329193,372,722,0.515235457063712,0.529,576,665,0.866,61,283,344,446,115,29,265,177,1851,2013-2014,2013
|
||||
Maurice Harkless,SF,20,ORL,80,41,1950,224,483,0.464,59,154,0.383116883116883,165,329,0.501519756838906,0.525,85,143,0.594,69,195,264,80,97,50,86,140,592,2013-2014,2013
|
||||
Josh Harrellson,C,24,DET,32,0,317,38,82,0.463,12,31,0.387096774193548,26,51,0.509803921568627,0.537,5,7,0.714,30,46,76,15,6,15,10,44,93,2013-2014,2013
|
||||
Al Harrington,PF,33,WAS,34,0,511,82,207,0.396,34,100,0.34,48,107,0.448598130841121,0.478,27,35,0.771,15,65,80,28,14,0,34,72,225,2013-2014,2013
|
||||
Devin Harris,PG,30,DAL,40,0,818,96,254,0.378,31,101,0.306930693069307,65,153,0.42483660130719,0.439,92,115,0.8,8,77,85,178,28,2,59,72,315,2013-2014,2013
|
||||
Elias Harris,SF,24,LAL,2,0,11,0,1,0,0,0,NA,0,1,0,0,0,0,NA,1,0,1,1,1,0,0,0,0,2013-2014,2013
|
||||
Manny Harris,SG,24,LAL,9,0,180,28,70,0.4,7,20,0.35,21,50,0.42,0.45,10,12,0.833,7,27,34,11,4,1,9,10,73,2013-2014,2013
|
||||
Mike Harris,PF,30,UTA,20,0,225,29,61,0.475,0,2,0,29,59,0.491525423728814,0.475,26,27,0.963,15,18,33,5,16,7,11,36,84,2013-2014,2013
|
||||
Tobias Harris,PF,21,ORL,61,36,1850,332,716,0.464,32,126,0.253968253968254,300,590,0.508474576271186,0.486,197,244,0.807,88,336,424,82,41,24,78,143,893,2013-2014,2013
|
||||
Udonis Haslem,PF,33,MIA,46,18,653,74,146,0.507,0,0,NA,74,146,0.506849315068493,0.507,25,44,0.568,42,133,175,13,11,15,24,79,173,2013-2014,2013
|
||||
Spencer Hawes,C,25,TOT,80,78,2470,403,883,0.456,128,308,0.415584415584416,275,575,0.478260869565217,0.529,119,152,0.783,131,529,660,240,44,94,173,237,1053,2013-2014,2013
|
||||
Chuck Hayes,C,30,TOT,61,1,754,56,130,0.431,0,1,0,56,129,0.434108527131783,0.431,20,25,0.8,69,141,210,35,34,12,33,95,132,2013-2014,2013
|
||||
Gordon Hayward,SF,23,UTA,77,77,2800,426,1032,0.413,85,280,0.303571428571429,341,752,0.453457446808511,0.454,311,381,0.816,62,329,391,400,110,40,212,155,1248,2013-2014,2013
|
||||
Gerald Henderson,SG,26,CHA,77,77,2461,403,930,0.433,40,115,0.347826086956522,363,815,0.445398773006135,0.455,235,309,0.761,31,279,310,199,51,32,113,159,1081,2013-2014,2013
|
||||
Xavier Henry,SF,22,LAL,43,5,908,144,345,0.417,28,81,0.345679012345679,116,264,0.439393939393939,0.458,116,177,0.655,25,89,114,51,44,7,57,79,432,2013-2014,2013
|
||||
John Henson,PF,23,MIL,70,23,1856,344,639,0.538,0,1,0,344,638,0.539184952978056,0.538,91,177,0.514,171,326,497,113,41,116,114,185,779,2013-2014,2013
|
||||
Roy Hibbert,C,27,IND,81,81,2409,331,754,0.439,2,5,0.4,329,749,0.439252336448598,0.44,207,269,0.77,202,336,538,91,29,182,148,269,871,2013-2014,2013
|
||||
J.J. Hickson,PF,25,DEN,69,52,1859,332,654,0.508,0,8,0,332,646,0.513931888544892,0.508,150,290,0.517,206,426,632,96,47,51,128,177,814,2013-2014,2013
|
||||
Nene Hilario,PF,31,WAS,53,37,1560,299,594,0.503,1,5,0.2,298,589,0.505942275042445,0.504,155,266,0.583,65,229,294,153,64,47,117,164,754,2013-2014,2013
|
||||
George Hill,PG,27,IND,76,76,2434,272,616,0.442,95,260,0.365384615384615,177,356,0.497191011235955,0.519,142,176,0.807,53,230,283,265,75,23,92,158,781,2013-2014,2013
|
||||
Jordan Hill,PF,26,LAL,72,32,1500,286,521,0.549,0,1,0,286,520,0.55,0.549,124,181,0.685,194,341,535,54,29,64,75,172,696,2013-2014,2013
|
||||
Solomon Hill,SF,22,IND,28,0,226,17,40,0.425,7,23,0.304347826086957,10,17,0.588235294117647,0.513,6,7,0.857,9,32,41,12,5,2,13,19,47,2013-2014,2013
|
||||
Kirk Hinrich,PG,33,CHI,73,61,2116,243,619,0.393,85,242,0.351239669421488,158,377,0.419098143236074,0.461,95,125,0.76,31,161,192,286,80,26,120,203,666,2013-2014,2013
|
||||
Jrue Holiday,PG,23,NOP,34,34,1143,203,454,0.447,30,77,0.38961038961039,173,377,0.458885941644562,0.48,51,63,0.81,28,114,142,268,56,12,105,92,487,2013-2014,2013
|
||||
Ryan Hollins,PF,29,LAC,61,0,482,53,72,0.736,0,0,NA,53,72,0.736111111111111,0.736,35,56,0.625,31,59,90,8,9,31,29,87,141,2013-2014,2013
|
||||
Scotty Hopson,SG,24,CLE,2,0,7,0,4,0,0,2,0,0,2,0,0,1,2,0.5,0,0,0,1,1,0,0,0,1,2013-2014,2013
|
||||
Al Horford,C,27,ATL,29,29,958,238,420,0.567,4,11,0.363636363636364,234,409,0.572127139364303,0.571,58,85,0.682,66,178,244,76,27,44,64,56,538,2013-2014,2013
|
||||
Dwight Howard,C,28,HOU,71,71,2396,473,800,0.591,2,7,0.285714285714286,471,793,0.593947036569987,0.593,349,638,0.547,231,635,866,131,60,128,229,240,1297,2013-2014,2013
|
||||
Robbie Hummel,SF,24,MIN,53,5,655,67,177,0.379,32,89,0.359550561797753,35,88,0.397727272727273,0.469,15,16,0.938,35,97,132,23,16,2,10,57,181,2013-2014,2013
|
||||
Kris Humphries,PF,28,BOS,69,30,1376,231,461,0.501,0,2,0,231,459,0.503267973856209,0.501,117,144,0.813,127,282,409,67,31,61,64,136,579,2013-2014,2013
|
||||
Serge Ibaka,PF,24,OKC,81,81,2666,524,978,0.536,23,60,0.383333333333333,501,918,0.545751633986928,0.548,156,199,0.784,224,485,709,85,39,219,123,233,1227,2013-2014,2013
|
||||
Andre Iguodala,SF,30,GSW,63,63,2040,220,458,0.48,62,175,0.354285714285714,158,283,0.558303886925795,0.548,86,132,0.652,53,240,293,263,95,18,100,103,588,2013-2014,2013
|
||||
Ersan Ilyasova,PF,26,MIL,55,47,1478,237,579,0.409,37,131,0.282442748091603,200,448,0.446428571428571,0.441,107,130,0.823,107,235,342,72,46,8,61,135,618,2013-2014,2013
|
||||
Kyrie Irving,PG,21,CLE,71,71,2496,532,1237,0.43,123,344,0.357558139534884,409,893,0.458006718924972,0.48,291,338,0.861,52,207,259,433,108,23,190,163,1478,2013-2014,2013
|
||||
Royal Ivey,SG,32,OKC,2,0,5,0,2,0,0,1,0,0,1,0,0,0,0,NA,0,1,1,0,0,0,0,1,0,2013-2014,2013
|
||||
Jarrett Jack,PG,30,CLE,80,31,2252,286,698,0.41,63,185,0.340540540540541,223,513,0.434697855750487,0.455,125,149,0.839,22,201,223,324,56,22,133,133,760,2013-2014,2013
|
||||
Reggie Jackson,PG,23,OKC,80,36,2277,403,916,0.44,83,245,0.338775510204082,320,671,0.476900149031297,0.485,158,177,0.893,43,270,313,331,85,9,168,142,1047,2013-2014,2013
|
||||
Stephen Jackson,SF,35,LAC,9,0,107,6,26,0.231,1,14,0.0714285714285714,5,12,0.416666666666667,0.25,2,4,0.5,2,8,10,5,6,1,6,11,15,2013-2014,2013
|
||||
Bernard James,C,28,DAL,30,0,146,11,23,0.478,0,1,0,11,22,0.5,0.478,6,11,0.545,15,27,42,3,3,8,10,24,28,2013-2014,2013
|
||||
Damion James,G,26,SAS,5,1,50,2,9,0.222,0,2,0,2,7,0.285714285714286,0.222,2,2,1,1,11,12,3,0,1,1,3,6,2013-2014,2013
|
||||
LeBron James,PF,29,MIA,77,77,2902,767,1353,0.567,116,306,0.379084967320261,651,1047,0.621776504297994,0.61,439,585,0.75,81,452,533,488,121,26,270,126,2089,2013-2014,2013
|
||||
Mike James,PG,38,CHI,11,0,77,5,21,0.238,1,5,0.2,4,16,0.25,0.262,0,2,0,0,7,7,17,2,0,5,11,11,2013-2014,2013
|
||||
Antawn Jamison,PF,37,LAC,22,0,248,29,92,0.315,8,41,0.195121951219512,21,51,0.411764705882353,0.359,18,25,0.72,9,46,55,7,9,3,7,29,84,2013-2014,2013
|
||||
Othyus Jeffers,SG,28,TOT,6,1,47,3,6,0.5,0,2,0,3,4,0.75,0.5,3,4,0.75,1,8,9,1,0,0,1,3,9,2013-2014,2013
|
||||
Al Jefferson,C,29,CHA,73,73,2553,700,1376,0.509,3,15,0.2,697,1361,0.512123438648053,0.51,191,277,0.69,156,636,792,155,67,79,124,176,1594,2013-2014,2013
|
||||
Richard Jefferson,SF,33,UTA,82,78,2213,294,654,0.45,123,301,0.408637873754153,171,353,0.484419263456091,0.544,120,162,0.741,18,201,219,130,56,14,94,168,831,2013-2014,2013
|
||||
John Jenkins,SG,22,ATL,13,0,158,16,42,0.381,4,18,0.222222222222222,12,24,0.5,0.429,4,4,1,3,19,22,11,1,1,11,11,40,2013-2014,2013
|
||||
Brandon Jennings,PG,24,DET,80,79,2728,423,1135,0.373,154,457,0.336980306345733,269,678,0.396755162241888,0.441,241,321,0.751,59,185,244,609,101,8,215,157,1241,2013-2014,2013
|
||||
Jonas Jerebko,PF,26,DET,64,0,741,98,208,0.471,31,74,0.418918918918919,67,134,0.5,0.546,43,59,0.729,51,124,175,39,21,6,43,85,270,2013-2014,2013
|
||||
Amir Johnson,PF,26,TOR,77,72,2214,344,612,0.562,20,66,0.303030303030303,324,546,0.593406593406593,0.578,91,143,0.636,172,333,505,115,56,88,123,271,799,2013-2014,2013
|
||||
Chris Johnson,SF,23,BOS,40,0,789,85,214,0.397,43,127,0.338582677165354,42,87,0.482758620689655,0.498,37,43,0.86,31,66,97,31,27,4,22,63,250,2013-2014,2013
|
||||
James Johnson,SF,26,MEM,52,4,956,143,308,0.464,22,87,0.252873563218391,121,221,0.547511312217195,0.5,76,90,0.844,60,106,166,111,42,57,66,102,384,2013-2014,2013
|
||||
Joe Johnson,SG,32,BRK,79,79,2575,462,1018,0.454,162,404,0.400990099009901,300,614,0.488599348534202,0.533,159,195,0.815,48,222,270,216,47,10,120,129,1245,2013-2014,2013
|
||||
Orlando Johnson,SG,24,TOT,45,0,392,36,113,0.319,9,47,0.191489361702128,27,66,0.409090909090909,0.358,19,26,0.731,9,46,55,20,6,2,15,26,100,2013-2014,2013
|
||||
Wesley Johnson,SF,26,LAL,79,62,2240,277,651,0.425,100,271,0.3690036900369,177,380,0.465789473684211,0.502,61,77,0.792,70,278,348,124,86,77,90,207,715,2013-2014,2013
|
||||
Darius Johnson-Odom,SG,24,PHI,3,0,15,0,7,0,0,3,0,0,4,0,0,0,2,0,0,2,2,1,1,0,2,3,0,2013-2014,2013
|
||||
James Jones,SF,33,MIA,20,6,236,31,68,0.456,28,54,0.518518518518518,3,14,0.214285714285714,0.662,7,11,0.636,2,21,23,9,3,4,4,6,97,2013-2014,2013
|
||||
Perry Jones,PF,22,OKC,62,7,764,83,181,0.459,22,61,0.360655737704918,61,120,0.508333333333333,0.519,28,42,0.667,28,86,114,26,14,19,21,62,216,2013-2014,2013
|
||||
Solomon Jones,PF,29,ORL,11,0,85,6,17,0.353,0,0,NA,6,17,0.352941176470588,0.353,2,4,0.5,8,8,16,2,2,2,2,12,14,2013-2014,2013
|
||||
Terrence Jones,PF,22,HOU,76,71,2078,386,712,0.542,31,101,0.306930693069307,355,611,0.5810147299509,0.564,118,195,0.605,162,366,528,87,53,99,71,139,921,2013-2014,2013
|
||||
DeAndre Jordan,C,25,LAC,82,82,2870,348,515,0.676,0,0,NA,348,515,0.675728155339806,0.676,160,374,0.428,331,783,1114,74,80,203,123,264,856,2013-2014,2013
|
||||
Cory Joseph,SG,22,SAS,68,19,936,126,265,0.475,12,38,0.315789473684211,114,227,0.502202643171806,0.498,79,96,0.823,32,75,107,114,35,14,43,84,343,2013-2014,2013
|
||||
Chris Kaman,C,31,LAL,39,13,736,176,346,0.509,0,3,0,176,343,0.513119533527697,0.509,52,68,0.765,54,175,229,58,11,40,74,93,404,2013-2014,2013
|
||||
Enes Kanter,C,21,UTA,80,37,2138,419,853,0.491,0,1,0,419,852,0.491784037558685,0.491,149,204,0.73,222,376,598,75,28,42,144,230,987,2013-2014,2013
|
||||
Sergey Karasev,SF,20,CLE,22,1,156,12,35,0.343,4,19,0.210526315789474,8,16,0.5,0.4,9,10,0.9,0,16,16,6,3,1,11,22,37,2013-2014,2013
|
||||
Ryan Kelly,PF,22,LAL,59,25,1312,157,371,0.423,48,142,0.338028169014085,109,229,0.475982532751092,0.488,110,135,0.815,42,177,219,95,32,45,47,147,472,2013-2014,2013
|
||||
Michael Kidd-Gilchrist,SF,20,CHA,62,62,1502,167,353,0.473,1,9,0.111111111111111,166,344,0.482558139534884,0.475,113,184,0.614,109,215,324,52,43,39,60,145,448,2013-2014,2013
|
||||
Andrei Kirilenko,PF,32,BRK,45,4,857,82,160,0.513,1,5,0.2,81,155,0.52258064516129,0.516,61,119,0.513,55,91,146,72,40,19,54,65,226,2013-2014,2013
|
||||
Brandon Knight,PG,22,MIL,72,69,2400,461,1092,0.422,110,338,0.325443786982249,351,754,0.46551724137931,0.473,259,323,0.802,46,209,255,352,69,17,188,146,1291,2013-2014,2013
|
||||
Kyle Korver,SG,32,ATL,71,71,2408,289,609,0.475,185,392,0.471938775510204,104,217,0.47926267281106,0.626,87,94,0.926,22,260,282,208,70,24,102,147,850,2013-2014,2013
|
||||
Kosta Koufos,C,24,MEM,80,22,1349,227,459,0.495,0,0,NA,227,459,0.494553376906318,0.495,60,93,0.645,160,258,418,39,32,71,67,182,514,2013-2014,2013
|
||||
Viacheslav Kravtsov,C,26,PHO,20,0,59,8,15,0.533,0,0,NA,8,15,0.533333333333333,0.533,4,8,0.5,9,8,17,1,0,1,6,7,20,2013-2014,2013
|
||||
Ognjen Kuzmic,C,23,GSW,21,0,92,5,13,0.385,0,0,NA,5,13,0.384615384615385,0.385,5,11,0.455,10,11,21,2,3,4,10,17,15,2013-2014,2013
|
||||
Doron Lamb,SG,22,ORL,53,0,695,63,160,0.394,36,90,0.4,27,70,0.385714285714286,0.506,29,36,0.806,8,41,49,43,11,1,27,54,191,2013-2014,2013
|
||||
Jeremy Lamb,SG,21,OKC,78,0,1538,263,609,0.432,88,247,0.356275303643725,175,362,0.483425414364641,0.504,51,64,0.797,27,162,189,115,56,26,61,143,665,2013-2014,2013
|
||||
Carl Landry,PF,30,SAC,18,1,233,31,60,0.517,0,0,NA,31,60,0.516666666666667,0.517,14,17,0.824,15,42,57,5,3,1,9,34,76,2013-2014,2013
|
||||
Shane Larkin,PG,21,DAL,48,0,489,52,137,0.38,12,38,0.315789473684211,40,99,0.404040404040404,0.423,16,25,0.64,11,31,42,71,26,1,39,46,132,2013-2014,2013
|
||||
Ty Lawson,PG,26,DEN,62,61,2222,347,806,0.431,72,202,0.356435643564356,275,604,0.455298013245033,0.475,324,406,0.798,40,175,215,543,100,10,200,113,1090,2013-2014,2013
|
||||
Ricky Ledo,SG,21,DAL,11,0,33,6,17,0.353,3,8,0.375,3,9,0.333333333333333,0.441,4,4,1,0,2,2,2,1,0,2,2,19,2013-2014,2013
|
||||
Courtney Lee,SG,28,TOT,79,47,1973,295,614,0.48,72,194,0.371134020618557,223,420,0.530952380952381,0.539,99,112,0.884,29,158,187,115,65,28,73,127,761,2013-2014,2013
|
||||
David Lee,PF,30,GSW,69,67,2288,513,981,0.523,0,1,0,513,980,0.523469387755102,0.523,231,296,0.78,182,461,643,147,48,26,152,206,1257,2013-2014,2013
|
||||
Alex Len,C,20,PHO,42,3,362,33,78,0.423,0,0,NA,33,78,0.423076923076923,0.423,20,31,0.645,39,60,99,4,4,18,26,68,86,2013-2014,2013
|
||||
Kawhi Leonard,SF,22,SAS,66,65,1923,337,645,0.522,69,182,0.379120879120879,268,463,0.578833693304536,0.576,101,126,0.802,76,336,412,133,114,50,80,127,844,2013-2014,2013
|
||||
Meyers Leonard,C,21,POR,40,0,355,41,91,0.451,0,6,0,41,85,0.482352941176471,0.451,16,21,0.762,26,85,111,18,7,5,15,76,98,2013-2014,2013
|
||||
Jon Leuer,PF,24,MEM,49,0,642,121,246,0.492,23,49,0.469387755102041,98,197,0.49746192893401,0.539,37,47,0.787,37,121,158,20,18,13,27,63,302,2013-2014,2013
|
||||
Rashard Lewis,SF,34,MIA,60,6,971,98,236,0.415,46,134,0.343283582089552,52,102,0.509803921568627,0.513,26,33,0.788,24,86,110,57,53,8,35,90,268,2013-2014,2013
|
||||
DeAndre Liggins,SG,25,MIA,1,0,1,1,1,1,0,0,NA,1,1,1,1,0,0,NA,1,0,1,0,0,0,0,0,2,2013-2014,2013
|
||||
Damian Lillard,PG,23,POR,82,82,2937,553,1304,0.424,218,554,0.393501805054152,335,750,0.446666666666667,0.508,371,426,0.871,35,253,288,457,64,22,193,197,1695,2013-2014,2013
|
||||
Jeremy Lin,PG,25,HOU,71,33,2054,295,662,0.446,82,229,0.358078602620087,213,433,0.491916859122402,0.508,218,265,0.823,34,153,187,294,68,27,176,166,890,2013-2014,2013
|
||||
Shaun Livingston,PG,28,BRK,76,54,1974,235,487,0.483,1,6,0.166666666666667,234,481,0.486486486486487,0.484,158,191,0.827,67,179,246,245,93,31,105,172,629,2013-2014,2013
|
||||
Brook Lopez,C,25,BRK,17,17,533,129,229,0.563,0,1,0,129,228,0.565789473684211,0.563,94,115,0.817,39,63,102,16,9,30,28,52,352,2013-2014,2013
|
||||
Robin Lopez,C,25,POR,82,82,2603,355,644,0.551,0,1,0,355,643,0.552099533437014,0.551,198,242,0.818,326,374,700,73,25,139,84,196,908,2013-2014,2013
|
||||
Kevin Love,PF,25,MIN,77,77,2797,650,1421,0.457,190,505,0.376237623762376,460,916,0.502183406113537,0.524,520,633,0.821,224,739,963,341,59,35,196,136,2010,2013-2014,2013
|
||||
Kyle Lowry,PG,27,TOR,79,79,2862,457,1080,0.423,190,500,0.38,267,580,0.460344827586207,0.511,313,385,0.813,88,281,369,586,121,15,194,267,1417,2013-2014,2013
|
||||
John Lucas,PG,31,UTA,42,6,591,62,190,0.326,25,84,0.297619047619048,37,106,0.349056603773585,0.392,10,16,0.625,12,27,39,42,14,0,22,41,159,2013-2014,2013
|
||||
Shelvin Mack,PG,23,ATL,73,11,1490,209,501,0.417,62,184,0.33695652173913,147,317,0.463722397476341,0.479,64,74,0.865,21,139,160,271,50,2,89,100,544,2013-2014,2013
|
||||
Ian Mahinmi,C,27,IND,77,1,1248,91,189,0.481,0,1,0,91,188,0.484042553191489,0.481,90,145,0.621,107,150,257,24,41,72,58,207,272,2013-2014,2013
|
||||
Shawn Marion,SF,35,DAL,76,76,2409,341,708,0.482,58,162,0.358024691358025,283,546,0.518315018315018,0.523,51,65,0.785,132,365,497,124,90,37,95,125,791,2013-2014,2013
|
||||
Kendall Marshall,PG,22,LAL,54,45,1564,170,419,0.406,71,178,0.398876404494382,99,241,0.410788381742739,0.49,19,36,0.528,15,140,155,477,48,4,150,76,430,2013-2014,2013
|
||||
Cartier Martin,SF,29,TOT,59,6,870,111,264,0.42,59,151,0.390728476821192,52,113,0.460176991150442,0.532,48,65,0.738,13,97,110,33,27,7,34,71,329,2013-2014,2013
|
||||
Kenyon Martin,PF,36,NYK,32,15,633,63,123,0.512,0,1,0,63,122,0.516393442622951,0.512,11,19,0.579,36,98,134,50,25,27,26,85,137,2013-2014,2013
|
||||
Kevin Martin,SG,30,MIN,68,68,2177,440,1023,0.43,115,297,0.387205387205387,325,726,0.447658402203857,0.486,303,340,0.891,34,169,203,121,66,6,106,123,1298,2013-2014,2013
|
||||
Roger Mason,SG,33,MIA,25,2,260,25,67,0.373,17,48,0.354166666666667,8,19,0.421052631578947,0.5,7,7,1,1,21,22,19,6,1,9,26,74,2013-2014,2013
|
||||
Wesley Matthews,SG,27,POR,82,82,2780,445,1009,0.441,201,511,0.393346379647749,244,498,0.48995983935743,0.541,252,301,0.837,51,238,289,197,76,14,110,176,1343,2013-2014,2013
|
||||
Jason Maxiell,PF,30,ORL,34,13,488,47,105,0.448,0,0,NA,47,105,0.447619047619048,0.448,15,31,0.484,28,58,86,9,8,20,14,47,109,2013-2014,2013
|
||||
Eric Maynor,PG,26,TOT,31,0,327,32,101,0.317,12,37,0.324324324324324,20,64,0.3125,0.376,6,11,0.545,9,30,39,52,9,3,29,17,82,2013-2014,2013
|
||||
O.J. Mayo,SG,26,MIL,52,23,1346,224,550,0.407,84,227,0.370044052863436,140,323,0.43343653250774,0.484,76,88,0.864,24,100,124,113,28,13,95,111,608,2013-2014,2013
|
||||
Luc Mbah a Moute,PF,27,TOT,64,7,1003,87,193,0.451,4,17,0.235294117647059,83,176,0.471590909090909,0.461,46,67,0.687,56,90,146,36,30,14,40,68,224,2013-2014,2013
|
||||
Ray McCallum,PG,22,SAC,45,10,897,113,300,0.377,22,59,0.372881355932203,91,241,0.377593360995851,0.413,32,43,0.744,18,61,79,120,22,9,39,69,280,2013-2014,2013
|
||||
C.J. McCollum,SG,22,POR,38,0,476,74,178,0.416,30,80,0.375,44,98,0.448979591836735,0.5,23,34,0.676,7,41,48,27,14,2,35,53,201,2013-2014,2013
|
||||
JaVale McGee,C,26,DEN,5,5,79,17,38,0.447,0,0,NA,17,38,0.447368421052632,0.447,1,1,1,10,7,17,2,1,7,8,16,35,2013-2014,2013
|
||||
Ben McLemore,SG,20,SAC,82,55,2187,255,679,0.376,95,297,0.31986531986532,160,382,0.418848167539267,0.446,115,143,0.804,53,182,235,82,45,18,96,201,720,2013-2014,2013
|
||||
Josh McRoberts,PF,26,CHA,78,78,2360,247,566,0.436,105,291,0.360824742268041,142,275,0.516363636363636,0.529,62,85,0.729,85,288,373,333,58,46,83,189,661,2013-2014,2013
|
||||
Jodie Meeks,SG,26,LAL,77,70,2556,413,892,0.463,162,404,0.400990099009901,251,488,0.514344262295082,0.554,221,258,0.857,30,164,194,138,111,4,111,119,1209,2013-2014,2013
|
||||
Gal Mekel,PG,25,DAL,31,1,292,30,86,0.349,5,20,0.25,25,66,0.378787878787879,0.378,8,12,0.667,5,22,27,63,4,1,31,31,73,2013-2014,2013
|
||||
Khris Middleton,SF,22,MIL,82,64,2460,376,854,0.44,120,290,0.413793103448276,256,564,0.453900709219858,0.511,118,137,0.861,60,250,310,169,83,20,123,243,990,2013-2014,2013
|
||||
C.J. Miles,SG,26,CLE,51,34,984,178,409,0.435,83,211,0.393364928909953,95,198,0.47979797979798,0.537,64,75,0.853,18,85,103,52,46,15,44,103,503,2013-2014,2013
|
||||
Andre Miller,SG,37,TOT,58,2,982,106,231,0.459,11,21,0.523809523809524,95,210,0.452380952380952,0.483,60,77,0.779,28,102,130,197,34,9,61,75,283,2013-2014,2013
|
||||
Darius Miller,SF,23,NOP,45,7,723,73,166,0.44,25,77,0.324675324675325,48,89,0.539325842696629,0.515,29,36,0.806,9,43,52,43,24,9,22,88,200,2013-2014,2013
|
||||
Mike Miller,SF,33,MEM,82,4,1707,213,443,0.481,107,233,0.459227467811159,106,210,0.504761904761905,0.602,46,56,0.821,30,177,207,130,26,5,77,95,579,2013-2014,2013
|
||||
Quincy Miller,SF,21,DEN,52,16,789,94,256,0.367,30,94,0.319148936170213,64,162,0.395061728395062,0.426,39,55,0.709,36,111,147,26,22,32,48,70,257,2013-2014,2013
|
||||
Patrick Mills,PG,25,SAS,81,2,1527,309,666,0.464,135,318,0.424528301886792,174,348,0.5,0.565,73,82,0.89,34,135,169,149,68,9,63,114,826,2013-2014,2013
|
||||
Paul Millsap,PF,28,ATL,74,73,2482,483,1047,0.461,76,212,0.358490566037736,407,835,0.487425149700599,0.498,286,391,0.731,154,473,627,232,129,78,185,210,1328,2013-2014,2013
|
||||
Tony Mitchell,PF,21,DET,21,0,79,5,12,0.417,1,1,1,4,11,0.363636363636364,0.458,11,19,0.579,15,11,26,2,6,3,4,9,22,2013-2014,2013
|
||||
Nazr Mohammed,C,36,CHI,80,1,562,54,126,0.429,0,0,NA,54,126,0.428571428571429,0.429,16,30,0.533,66,109,175,20,14,30,37,77,124,2013-2014,2013
|
||||
Greg Monroe,PF,23,DET,82,82,2690,504,1015,0.497,0,1,0,504,1014,0.497041420118343,0.497,241,367,0.657,256,504,760,171,91,47,166,205,1249,2013-2014,2013
|
||||
E'Twaun Moore,SG,24,ORL,79,3,1506,195,456,0.428,57,161,0.354037267080745,138,295,0.467796610169492,0.49,52,68,0.765,29,107,136,112,60,13,55,106,499,2013-2014,2013
|
||||
Darius Morris,PG,23,TOT,27,0,313,39,96,0.406,12,38,0.315789473684211,27,58,0.46551724137931,0.469,17,26,0.654,7,19,26,44,13,0,27,33,107,2013-2014,2013
|
||||
Marcus Morris,SF,24,PHO,82,1,1800,288,651,0.442,99,260,0.380769230769231,189,391,0.483375959079284,0.518,121,159,0.761,84,235,319,88,72,18,95,157,796,2013-2014,2013
|
||||
Markieff Morris,PF,24,PHO,81,0,2153,411,845,0.486,34,108,0.314814814814815,377,737,0.511533242876526,0.507,259,327,0.792,139,346,485,144,68,51,147,232,1115,2013-2014,2013
|
||||
Anthony Morrow,SG,28,NOP,76,9,1426,238,520,0.458,88,195,0.451282051282051,150,325,0.461538461538462,0.542,72,87,0.828,29,111,140,59,38,12,51,102,636,2013-2014,2013
|
||||
Donatas Motiejunas,PF,23,HOU,62,3,952,131,296,0.443,21,84,0.25,110,212,0.518867924528302,0.478,58,96,0.604,60,165,225,34,20,21,49,132,341,2013-2014,2013
|
||||
Arnett Moultrie,PF,23,PHI,12,2,187,16,38,0.421,0,0,NA,16,38,0.421052631578947,0.421,4,5,0.8,11,24,35,2,8,4,7,22,36,2013-2014,2013
|
||||
Timofey Mozgov,C,27,DEN,82,30,1770,285,545,0.523,4,24,0.166666666666667,281,521,0.539347408829175,0.527,196,260,0.754,171,357,528,62,27,100,122,213,770,2013-2014,2013
|
||||
Shabazz Muhammad,SG,21,MIN,37,0,290,57,124,0.46,3,11,0.272727272727273,54,113,0.47787610619469,0.472,26,40,0.65,24,29,53,6,8,1,16,24,143,2013-2014,2013
|
||||
Byron Mullens,C,24,TOT,45,0,414,73,165,0.442,33,89,0.370786516853933,40,76,0.526315789473684,0.542,10,20,0.5,24,68,92,14,15,11,27,64,189,2013-2014,2013
|
||||
Erik Murphy,C,23,CHI,24,0,62,3,13,0.231,0,3,0,3,10,0.3,0.231,0,0,NA,2,6,8,2,0,4,2,7,6,2013-2014,2013
|
||||
Toure' Murry,PG,24,NYK,51,0,373,56,129,0.434,5,12,0.416666666666667,51,117,0.435897435897436,0.453,23,39,0.59,13,31,44,49,19,1,34,46,140,2013-2014,2013
|
||||
Mike Muscala,C,22,ATL,20,0,215,31,73,0.425,0,3,0,31,70,0.442857142857143,0.425,14,14,1,17,35,52,7,3,10,12,29,76,2013-2014,2013
|
||||
Hamady N'Diaye,C,27,SAC,14,0,74,3,9,0.333,0,0,NA,3,9,0.333333333333333,0.333,0,1,0,5,13,18,3,0,4,3,15,6,2013-2014,2013
|
||||
Steve Nash,PG,39,LAL,15,10,313,36,94,0.383,8,24,0.333333333333333,28,70,0.4,0.426,22,24,0.917,4,25,29,86,7,2,31,18,102,2013-2014,2013
|
||||
Gary Neal,SG,29,TOT,52,3,1114,193,471,0.41,68,180,0.377777777777778,125,291,0.429553264604811,0.482,94,105,0.895,10,80,90,83,18,0,64,65,548,2013-2014,2013
|
||||
Nemanja Nedovic,SG,22,GSW,24,0,142,8,39,0.205,3,18,0.166666666666667,5,21,0.238095238095238,0.244,7,8,0.875,3,12,15,13,0,1,13,13,26,2013-2014,2013
|
||||
Jameer Nelson,PG,31,ORL,68,68,2179,294,747,0.394,136,391,0.347826086956522,158,356,0.443820224719101,0.485,96,112,0.857,29,202,231,476,52,5,166,146,820,2013-2014,2013
|
||||
Andrew Nicholson,PF,24,ORL,76,5,1174,180,420,0.429,28,89,0.314606741573034,152,331,0.459214501510574,0.462,47,57,0.825,53,202,255,25,18,23,51,150,435,2013-2014,2013
|
||||
Joakim Noah,C,28,CHI,80,80,2820,380,800,0.475,0,2,0,380,798,0.476190476190476,0.475,247,335,0.737,282,618,900,431,99,121,194,245,1007,2013-2014,2013
|
||||
Steve Novak,PF,30,TOR,54,1,540,60,146,0.411,52,122,0.426229508196721,8,24,0.333333333333333,0.589,6,6,1,8,50,58,13,12,4,5,44,178,2013-2014,2013
|
||||
Dirk Nowitzki,PF,35,DAL,80,80,2628,633,1273,0.497,131,329,0.398176291793313,502,944,0.531779661016949,0.549,338,376,0.899,40,458,498,216,73,45,117,165,1735,2013-2014,2013
|
||||
James Nunnally,SF,23,TOT,13,0,165,15,46,0.326,8,25,0.32,7,21,0.333333333333333,0.413,6,9,0.667,1,18,19,8,6,2,7,11,44,2013-2014,2013
|
||||
Jermaine O'Neal,PF,35,GSW,44,13,883,125,248,0.504,0,0,NA,125,248,0.504032258064516,0.504,99,132,0.75,85,157,242,25,14,40,52,102,349,2013-2014,2013
|
||||
Kyle O'Quinn,C,23,ORL,69,19,1188,186,371,0.501,0,3,0,186,368,0.505434782608696,0.501,57,83,0.687,100,264,364,78,39,88,78,165,429,2013-2014,2013
|
||||
Greg Oden,C,26,MIA,23,6,212,27,49,0.551,0,0,NA,27,49,0.551020408163265,0.551,13,23,0.565,23,31,54,1,7,13,12,52,67,2013-2014,2013
|
||||
Victor Oladipo,PG,21,ORL,80,44,2487,392,936,0.419,74,226,0.327433628318584,318,710,0.447887323943662,0.458,248,318,0.78,43,286,329,327,129,37,256,210,1106,2013-2014,2013
|
||||
Kelly Olynyk,C,22,BOS,70,9,1400,234,502,0.466,40,114,0.350877192982456,194,388,0.5,0.506,99,122,0.811,140,225,365,109,35,27,106,227,607,2013-2014,2013
|
||||
Arinze Onuaku,PF,26,TOT,5,0,30,1,5,0.2,0,0,NA,1,5,0.2,0.2,1,2,0.5,2,6,8,3,0,0,1,3,3,2013-2014,2013
|
||||
Daniel Orton,C,23,PHI,22,4,251,21,47,0.447,0,0,NA,21,47,0.446808510638298,0.447,23,30,0.767,16,45,61,15,6,16,18,38,65,2013-2014,2013
|
||||
Travis Outlaw,SF,29,SAC,63,4,1065,130,326,0.399,41,117,0.35042735042735,89,209,0.425837320574163,0.462,42,52,0.808,36,132,168,48,20,19,26,94,343,2013-2014,2013
|
||||
Zaza Pachulia,C,29,MIL,53,43,1325,149,349,0.427,0,1,0,149,348,0.42816091954023,0.427,110,130,0.846,141,192,333,136,45,14,92,124,408,2013-2014,2013
|
||||
Jannero Pargo,PG,34,CHA,29,0,242,52,118,0.441,24,60,0.4,28,58,0.482758620689655,0.542,8,11,0.727,1,19,20,52,14,1,26,17,136,2013-2014,2013
|
||||
Tony Parker,PG,31,SAS,68,68,1997,456,914,0.499,25,67,0.373134328358209,431,847,0.508854781582054,0.513,197,243,0.811,17,138,155,388,36,9,151,86,1134,2013-2014,2013
|
||||
Chandler Parsons,SF,25,HOU,74,74,2783,466,987,0.472,130,351,0.37037037037037,336,636,0.528301886792453,0.538,164,221,0.742,69,340,409,298,88,29,144,168,1226,2013-2014,2013
|
||||
Patrick Patterson,PF,24,TOT,65,13,1533,225,489,0.46,55,151,0.364238410596026,170,338,0.502958579881657,0.516,50,71,0.704,117,225,342,78,55,37,65,159,555,2013-2014,2013
|
||||
Chris Paul,PG,28,LAC,62,62,2171,406,870,0.467,78,212,0.367924528301887,328,658,0.498480243161094,0.511,295,345,0.855,38,230,268,663,154,4,145,157,1185,2013-2014,2013
|
||||
Nikola Pekovic,C,28,MIN,54,54,1663,379,701,0.541,0,0,NA,379,701,0.540656205420827,0.541,186,249,0.747,206,262,468,50,30,23,84,129,944,2013-2014,2013
|
||||
Kendrick Perkins,C,29,OKC,62,62,1207,87,193,0.451,0,1,0,87,192,0.453125,0.451,37,67,0.552,82,223,305,67,26,32,90,177,211,2013-2014,2013
|
||||
Paul Pierce,SF,36,BRK,75,68,2098,321,712,0.451,112,300,0.373333333333333,209,412,0.507281553398058,0.529,256,310,0.826,26,322,348,178,86,31,153,190,1010,2013-2014,2013
|
||||
Dexter Pittman,C,25,ATL,2,0,3,0,1,0,0,0,NA,0,1,0,0,0,2,0,3,0,3,0,0,0,0,0,0,2013-2014,2013
|
||||
Mason Plumlee,PF,23,BRK,70,22,1275,199,302,0.659,0,3,0,199,299,0.665551839464883,0.659,122,195,0.626,99,209,308,60,49,55,77,171,520,2013-2014,2013
|
||||
Miles Plumlee,C,25,PHO,80,79,1964,286,553,0.517,0,0,NA,286,553,0.517179023508137,0.517,74,132,0.561,198,428,626,43,50,90,111,185,646,2013-2014,2013
|
||||
Quincy Pondexter,SG,25,MEM,15,2,270,31,79,0.392,11,34,0.323529411764706,20,45,0.444444444444444,0.462,21,26,0.808,10,16,26,20,5,1,15,18,94,2013-2014,2013
|
||||
Otto Porter,SF,20,WAS,37,0,319,33,91,0.363,4,21,0.19047619047619,29,70,0.414285714285714,0.385,8,12,0.667,21,36,57,10,8,1,14,26,78,2013-2014,2013
|
||||
Josh Powell,F,31,HOU,1,0,19,2,6,0.333,0,0,NA,2,6,0.333333333333333,0.333,0,0,NA,0,5,5,0,0,1,1,1,4,2013-2014,2013
|
||||
Phil Pressey,PG,22,BOS,75,11,1132,78,253,0.308,28,106,0.264150943396226,50,147,0.340136054421769,0.364,29,45,0.644,20,85,105,241,68,5,87,97,213,2013-2014,2013
|
||||
A.J. Price,SG,27,MIN,28,0,99,19,46,0.413,6,22,0.272727272727273,13,24,0.541666666666667,0.478,0,2,0,1,9,10,13,1,0,7,5,44,2013-2014,2013
|
||||
Ronnie Price,SG,30,ORL,31,2,377,28,92,0.304,9,43,0.209302325581395,19,49,0.387755102040816,0.353,9,13,0.692,8,35,43,66,25,2,26,50,74,2013-2014,2013
|
||||
Pablo Prigioni,PG,36,NYK,66,27,1283,88,191,0.461,65,140,0.464285714285714,23,51,0.450980392156863,0.631,11,12,0.917,36,93,129,228,67,2,60,132,252,2013-2014,2013
|
||||
Tayshaun Prince,SF,33,MEM,76,76,1948,200,492,0.407,20,69,0.289855072463768,180,423,0.425531914893617,0.427,34,60,0.567,32,202,234,119,39,19,41,63,454,2013-2014,2013
|
||||
Miroslav Raduljica,C,26,MIL,48,2,465,68,126,0.54,0,0,NA,68,126,0.53968253968254,0.54,45,55,0.818,54,54,108,23,7,13,28,84,181,2013-2014,2013
|
||||
Anthony Randolph,PF,24,DEN,43,5,527,68,176,0.386,18,61,0.295081967213115,50,115,0.434782608695652,0.438,52,69,0.754,20,102,122,32,26,19,39,64,206,2013-2014,2013
|
||||
Shavlik Randolph,PF,30,PHO,14,0,95,7,14,0.5,0,0,NA,7,14,0.5,0.5,6,11,0.545,7,18,25,1,3,1,5,15,20,2013-2014,2013
|
||||
Zach Randolph,PF,32,MEM,79,79,2705,560,1198,0.467,2,20,0.1,558,1178,0.473684210526316,0.468,250,337,0.742,265,530,795,200,54,23,183,210,1372,2013-2014,2013
|
||||
J.J. Redick,SG,29,LAC,35,34,987,181,398,0.455,73,185,0.394594594594595,108,213,0.507042253521127,0.546,97,106,0.915,9,65,74,78,28,3,42,65,532,2013-2014,2013
|
||||
Glen Rice,SG,23,WAS,11,1,109,11,37,0.297,5,17,0.294117647058824,6,20,0.3,0.365,5,7,0.714,4,16,20,7,6,1,9,7,32,2013-2014,2013
|
||||
Luke Ridnour,PG,32,TOT,61,14,1141,126,327,0.385,37,108,0.342592592592593,89,219,0.406392694063927,0.442,17,26,0.654,23,74,97,176,32,8,66,92,306,2013-2014,2013
|
||||
Austin Rivers,SG,21,NOP,69,4,1339,192,474,0.405,36,99,0.363636363636364,156,375,0.416,0.443,110,173,0.636,26,103,129,160,45,9,77,134,530,2013-2014,2013
|
||||
Andre Roberson,PF,22,OKC,40,16,399,33,68,0.485,2,13,0.153846153846154,31,55,0.563636363636364,0.5,7,10,0.7,36,58,94,15,19,10,19,74,75,2013-2014,2013
|
||||
Brian Roberts,PG,28,NOP,72,42,1667,244,581,0.42,64,178,0.359550561797753,180,403,0.446650124069479,0.475,125,133,0.94,17,119,136,234,43,7,95,132,677,2013-2014,2013
|
||||
Nate Robinson,PG,29,DEN,44,1,866,164,383,0.428,58,154,0.376623376623377,106,229,0.462882096069869,0.504,71,85,0.835,21,60,81,112,36,4,58,92,457,2013-2014,2013
|
||||
Thomas Robinson,PF,22,POR,70,0,873,141,293,0.481,0,1,0,141,292,0.482876712328767,0.481,57,101,0.564,105,202,307,34,23,20,57,131,339,2013-2014,2013
|
||||
Rajon Rondo,PG,27,BOS,30,30,998,141,350,0.403,26,90,0.288888888888889,115,260,0.442307692307692,0.44,42,67,0.627,22,142,164,294,40,2,99,65,350,2013-2014,2013
|
||||
Derrick Rose,PG,25,CHI,10,10,311,58,164,0.354,16,47,0.340425531914894,42,117,0.358974358974359,0.402,27,32,0.844,9,23,32,43,5,1,34,15,159,2013-2014,2013
|
||||
Terrence Ross,SG,22,TOR,81,62,2159,318,751,0.423,161,408,0.394607843137255,157,343,0.457725947521866,0.531,82,98,0.837,43,209,252,79,64,27,88,183,879,2013-2014,2013
|
||||
Ricky Rubio,PG,23,MIN,82,82,2638,255,670,0.381,44,133,0.330827067669173,211,537,0.39292364990689,0.413,227,283,0.802,61,281,342,704,191,11,221,218,781,2013-2014,2013
|
||||
Brandon Rush,SG,28,UTA,38,0,418,30,90,0.333,16,47,0.340425531914894,14,43,0.325581395348837,0.422,3,5,0.6,5,39,44,24,5,9,20,31,79,2013-2014,2013
|
||||
Robert Sacre,C,24,LAL,65,13,1089,143,300,0.477,0,0,NA,143,300,0.476666666666667,0.477,64,94,0.681,82,172,254,51,24,47,44,134,350,2013-2014,2013
|
||||
John Salmons,SG,34,TOT,78,8,1726,150,413,0.363,63,163,0.386503067484663,87,250,0.348,0.439,40,52,0.769,20,143,163,147,47,19,54,124,403,2013-2014,2013
|
||||
Larry Sanders,C,25,MIL,23,20,584,76,162,0.469,0,1,0,76,161,0.472049689440994,0.469,26,55,0.473,60,105,165,19,18,40,26,74,178,2013-2014,2013
|
||||
Dennis Schröder,PG,20,ATL,49,0,641,72,188,0.383,10,42,0.238095238095238,62,146,0.424657534246575,0.41,29,43,0.674,5,55,60,93,17,0,61,54,183,2013-2014,2013
|
||||
Luis Scola,PF,33,IND,82,2,1399,263,560,0.47,1,7,0.142857142857143,262,553,0.47377938517179,0.471,99,136,0.728,86,305,391,81,26,16,108,164,626,2013-2014,2013
|
||||
Mike Scott,PF,25,ATL,80,6,1482,301,628,0.479,62,200,0.31,239,428,0.558411214953271,0.529,103,132,0.78,62,222,284,75,30,7,79,121,767,2013-2014,2013
|
||||
Thabo Sefolosha,SG,29,OKC,61,61,1584,141,340,0.415,48,152,0.315789473684211,93,188,0.49468085106383,0.485,53,69,0.768,50,170,220,94,79,17,55,90,383,2013-2014,2013
|
||||
Kevin Seraphin,C,24,WAS,53,1,578,111,220,0.505,0,0,NA,111,220,0.504545454545455,0.505,27,31,0.871,53,75,128,17,3,26,41,103,249,2013-2014,2013
|
||||
Ramon Sessions,PG,27,TOT,83,19,2214,330,769,0.429,35,124,0.282258064516129,295,645,0.457364341085271,0.452,326,404,0.807,38,165,203,340,49,9,148,90,1021,2013-2014,2013
|
||||
Mustafa Shakur,PG,29,OKC,3,0,11,0,3,0,0,1,0,0,2,0,0,1,2,0.5,0,0,0,4,0,0,2,2,1,2013-2014,2013
|
||||
Tornike Shengelia,SF,22,TOT,26,0,154,13,28,0.464,0,6,0,13,22,0.590909090909091,0.464,3,8,0.375,4,12,16,14,3,1,12,18,29,2013-2014,2013
|
||||
Iman Shumpert,SG,23,NYK,74,58,1962,183,484,0.378,76,228,0.333333333333333,107,256,0.41796875,0.457,53,71,0.746,81,227,308,129,92,13,79,209,495,2013-2014,2013
|
||||
Alexey Shved,SG,25,MIN,63,0,664,76,237,0.321,30,102,0.294117647058824,46,135,0.340740740740741,0.384,68,90,0.756,21,60,81,68,26,16,48,36,250,2013-2014,2013
|
||||
Henry Sims,C,23,TOT,46,25,875,130,274,0.474,0,1,0,130,273,0.476190476190476,0.474,90,121,0.744,104,133,237,52,28,20,41,116,350,2013-2014,2013
|
||||
Kyle Singler,SF,25,DET,82,36,2337,269,602,0.447,94,246,0.382113821138211,175,356,0.491573033707865,0.525,152,184,0.826,116,187,303,75,61,38,79,211,784,2013-2014,2013
|
||||
Chris Singleton,SF,24,WAS,25,0,250,25,67,0.373,7,19,0.368421052631579,18,48,0.375,0.425,18,25,0.72,18,37,55,6,9,3,17,25,75,2013-2014,2013
|
||||
Peyton Siva,SG,23,DET,24,0,224,18,57,0.316,7,25,0.28,11,32,0.34375,0.377,11,15,0.733,2,12,14,34,9,1,18,27,54,2013-2014,2013
|
||||
Donald Sloan,SG,26,IND,48,1,392,44,117,0.376,10,42,0.238095238095238,34,75,0.453333333333333,0.419,12,20,0.6,4,40,44,50,10,1,22,19,110,2013-2014,2013
|
||||
Chris Smith,PG,26,NYK,2,0,2,0,0,NA,0,0,NA,0,0,NA,NA,0,0,NA,0,0,0,0,0,0,0,0,0,2013-2014,2013
|
||||
Greg Smith,C,23,HOU,11,0,100,18,28,0.643,0,0,NA,18,28,0.642857142857143,0.643,2,5,0.4,11,16,27,0,1,2,5,17,38,2013-2014,2013
|
||||
Ish Smith,PG,25,PHO,70,1,1006,119,281,0.423,1,23,0.0434782608695652,118,258,0.457364341085271,0.425,22,39,0.564,31,98,129,179,49,13,65,66,261,2013-2014,2013
|
||||
J.R. Smith,SF,28,NYK,74,37,2421,396,955,0.415,189,480,0.39375,207,475,0.435789473684211,0.514,90,138,0.652,35,261,296,219,65,20,108,196,1071,2013-2014,2013
|
||||
Jason Smith,PF,27,NOP,31,27,830,131,282,0.465,0,0,NA,131,282,0.464539007092199,0.465,39,50,0.78,51,130,181,29,11,29,28,100,301,2013-2014,2013
|
||||
Josh Smith,SF,28,DET,77,76,2730,517,1233,0.419,70,265,0.264150943396226,447,968,0.461776859504132,0.448,160,301,0.532,102,418,520,252,105,110,199,197,1264,2013-2014,2013
|
||||
Tony Snell,SG,22,CHI,77,12,1231,129,336,0.384,57,178,0.320224719101124,72,158,0.455696202531646,0.469,31,41,0.756,19,105,124,68,29,15,44,84,346,2013-2014,2013
|
||||
James Southerland,SF,23,TOT,4,0,30,5,15,0.333,3,6,0.5,2,9,0.222222222222222,0.433,1,2,0.5,0,8,8,0,1,2,1,3,14,2013-2014,2013
|
||||
Marreese Speights,C,26,GSW,79,3,982,195,442,0.441,8,31,0.258064516129032,187,411,0.454987834549878,0.45,110,134,0.821,101,189,290,32,10,34,66,148,508,2013-2014,2013
|
||||
Tiago Splitter,C,29,SAS,59,50,1271,181,346,0.523,0,3,0,181,343,0.527696793002915,0.523,121,173,0.699,123,240,363,90,29,31,75,117,483,2013-2014,2013
|
||||
D.J. Stephens,SG,23,MIL,3,0,15,3,7,0.429,0,0,NA,3,7,0.428571428571429,0.429,1,1,1,1,4,5,0,0,0,0,0,7,2013-2014,2013
|
||||
Lance Stephenson,SG,23,IND,78,78,2752,427,870,0.491,86,244,0.352459016393443,341,626,0.544728434504792,0.54,140,197,0.711,95,463,558,359,54,7,210,195,1080,2013-2014,2013
|
||||
Greg Stiemsma,C,28,NOP,55,20,1007,70,122,0.574,0,1,0,70,121,0.578512396694215,0.574,19,32,0.594,72,154,226,36,35,57,44,169,159,2013-2014,2013
|
||||
Julyan Stone,SG,25,TOR,21,0,120,7,17,0.412,2,8,0.25,5,9,0.555555555555556,0.471,2,3,0.667,2,18,20,12,3,0,5,13,18,2013-2014,2013
|
||||
Amar'e Stoudemire,C,31,NYK,65,21,1466,311,558,0.557,0,0,NA,311,558,0.557347670250896,0.557,150,203,0.739,112,208,320,34,23,37,91,159,772,2013-2014,2013
|
||||
Rodney Stuckey,SG,27,DET,73,5,1950,372,853,0.436,24,88,0.272727272727273,348,765,0.454901960784314,0.45,244,292,0.836,39,130,169,152,54,10,125,131,1012,2013-2014,2013
|
||||
Jared Sullinger,PF,21,BOS,74,44,2041,384,899,0.427,56,208,0.269230769230769,328,691,0.474674384949349,0.458,158,203,0.778,241,360,601,118,35,49,119,251,982,2013-2014,2013
|
||||
Jeffery Taylor,SF,24,CHA,26,8,629,82,218,0.376,18,67,0.26865671641791,64,151,0.423841059602649,0.417,26,47,0.553,15,45,60,22,13,5,25,62,208,2013-2014,2013
|
||||
Tyshawn Taylor,PG,23,BRK,23,3,270,31,91,0.341,3,12,0.25,28,79,0.354430379746835,0.357,24,30,0.8,3,12,15,36,12,1,31,29,89,2013-2014,2013
|
||||
Jeff Teague,PG,25,ATL,79,79,2542,456,1040,0.438,74,225,0.328888888888889,382,815,0.468711656441718,0.474,318,376,0.846,34,174,208,528,89,17,232,158,1304,2013-2014,2013
|
||||
Marquis Teague,SG,20,TOT,40,3,443,38,119,0.319,5,18,0.277777777777778,33,101,0.326732673267327,0.34,26,35,0.743,1,39,40,58,10,5,39,46,107,2013-2014,2013
|
||||
Mirza Teletovic,SF,28,BRK,72,7,1396,221,529,0.418,136,349,0.389684813753582,85,180,0.472222222222222,0.546,44,62,0.71,60,206,266,57,29,23,54,143,622,2013-2014,2013
|
||||
Garrett Temple,SG,27,WAS,75,0,638,51,141,0.362,6,29,0.206896551724138,45,112,0.401785714285714,0.383,30,43,0.698,21,47,68,72,35,11,42,72,138,2013-2014,2013
|
||||
Jason Terry,PG,36,BRK,35,0,570,55,152,0.362,39,103,0.378640776699029,16,49,0.326530612244898,0.49,10,15,0.667,4,33,37,56,13,0,27,48,159,2013-2014,2013
|
||||
Hasheem Thabeet,C,26,OKC,23,0,192,13,23,0.565,0,0,NA,13,23,0.565217391304348,0.565,1,5,0.2,9,31,40,1,4,9,14,47,27,2013-2014,2013
|
||||
Adonis Thomas,SF,20,TOT,6,1,37,6,14,0.429,1,5,0.2,5,9,0.555555555555556,0.464,1,1,1,0,3,3,3,0,0,1,6,14,2013-2014,2013
|
||||
Isaiah Thomas,PG,24,SAC,72,54,2497,496,1096,0.453,127,364,0.348901098901099,369,732,0.504098360655738,0.51,346,407,0.85,47,163,210,454,93,8,213,185,1465,2013-2014,2013
|
||||
Lance Thomas,SF,25,NOP,5,0,42,2,9,0.222,0,0,NA,2,9,0.222222222222222,0.222,2,4,0.5,2,5,7,3,0,0,2,4,6,2013-2014,2013
|
||||
Malcolm Thomas,PF,25,TOT,8,0,63,7,16,0.438,1,4,0.25,6,12,0.5,0.469,0,2,0,5,16,21,2,0,3,9,5,15,2013-2014,2013
|
||||
Hollis Thompson,SF,22,PHI,77,41,1742,171,372,0.46,67,167,0.401197604790419,104,205,0.507317073170732,0.55,52,73,0.712,73,174,247,73,53,12,60,144,461,2013-2014,2013
|
||||
Jason Thompson,PF,27,SAC,82,61,2007,251,496,0.506,0,0,NA,251,496,0.506048387096774,0.506,84,145,0.579,153,374,527,53,32,56,95,251,586,2013-2014,2013
|
||||
Klay Thompson,SG,23,GSW,81,81,2868,559,1259,0.444,223,535,0.416822429906542,336,724,0.464088397790055,0.533,147,185,0.795,38,211,249,181,74,37,135,234,1488,2013-2014,2013
|
||||
Tristan Thompson,PF,22,CLE,82,82,2594,363,761,0.477,0,1,0,363,760,0.477631578947368,0.477,235,339,0.693,269,485,754,72,42,35,108,188,961,2013-2014,2013
|
||||
Marcus Thornton,SG,26,TOT,72,27,1741,252,639,0.394,109,316,0.34493670886076,143,323,0.442724458204334,0.48,90,112,0.804,57,141,198,77,58,11,67,110,703,2013-2014,2013
|
||||
Jamaal Tinsley,PG,35,UTA,8,5,110,4,20,0.2,1,15,0.0666666666666667,3,5,0.6,0.225,0,0,NA,2,9,11,23,2,0,9,10,9,2013-2014,2013
|
||||
Anthony Tolliver,PF,28,CHA,64,9,1298,129,307,0.42,102,247,0.412955465587045,27,60,0.45,0.586,33,41,0.805,33,135,168,42,19,15,23,82,393,2013-2014,2013
|
||||
P.J. Tucker,SF,28,PHO,81,81,2490,265,615,0.431,74,191,0.387434554973822,191,424,0.450471698113208,0.491,156,201,0.776,161,368,529,141,110,23,102,204,760,2013-2014,2013
|
||||
Ronny Turiaf,PF,31,MIN,31,10,606,64,107,0.598,0,0,NA,64,107,0.598130841121495,0.598,21,50,0.42,55,119,174,24,8,50,24,65,149,2013-2014,2013
|
||||
Hedo Turkoglu,SF,34,LAC,38,0,392,42,109,0.385,22,50,0.44,20,59,0.338983050847458,0.486,9,18,0.5,11,78,89,33,19,10,16,50,115,2013-2014,2013
|
||||
Evan Turner,SF,25,TOT,81,56,2457,434,1021,0.425,50,156,0.320512820512821,384,865,0.44393063583815,0.45,213,262,0.813,62,346,408,262,67,7,189,195,1131,2013-2014,2013
|
||||
Jeremy Tyler,C,22,NYK,41,0,398,60,116,0.517,0,0,NA,60,116,0.517241379310345,0.517,26,48,0.542,38,71,109,8,6,20,26,70,146,2013-2014,2013
|
||||
Ekpe Udoh,PF,26,MIL,42,14,804,57,143,0.399,0,0,NA,57,143,0.398601398601399,0.399,30,47,0.638,61,87,148,31,15,44,38,96,144,2013-2014,2013
|
||||
Beno Udrih,SG,31,TOT,41,12,643,78,178,0.438,19,42,0.452380952380952,59,136,0.433823529411765,0.492,25,30,0.833,10,49,59,116,23,4,47,50,200,2013-2014,2013
|
||||
Jonas Valanciunas,C,21,TOR,81,81,2282,359,676,0.531,0,1,0,359,675,0.531851851851852,0.531,198,260,0.762,226,488,714,57,24,71,136,249,916,2013-2014,2013
|
||||
Anderson Varejao,C,31,CLE,65,29,1800,227,459,0.495,0,7,0,227,452,0.502212389380531,0.495,92,135,0.681,187,442,629,140,69,39,72,164,546,2013-2014,2013
|
||||
Jarvis Varnado,PF,25,TOT,24,0,339,36,60,0.6,0,0,NA,36,60,0.6,0.6,27,52,0.519,19,44,63,13,10,29,10,62,99,2013-2014,2013
|
||||
Greivis Vasquez,SG,27,TOT,79,23,1779,277,658,0.421,109,289,0.377162629757785,168,369,0.455284552845528,0.504,95,108,0.88,20,153,173,323,31,5,128,143,758,2013-2014,2013
|
||||
Jan Vesely,PF,23,TOT,54,1,776,89,173,0.514,0,0,NA,89,173,0.514450867052023,0.514,19,56,0.339,81,110,191,21,53,35,36,121,197,2013-2014,2013
|
||||
Charlie Villanueva,PF,29,DET,20,0,180,35,92,0.38,14,56,0.25,21,36,0.583333333333333,0.457,8,14,0.571,6,28,34,6,4,5,7,16,92,2013-2014,2013
|
||||
Nikola Vucevic,C,23,ORL,57,57,1812,353,696,0.507,0,0,NA,353,696,0.507183908045977,0.507,105,137,0.766,185,441,626,104,60,47,112,169,811,2013-2014,2013
|
||||
Sasha Vujacic,SG,29,LAC,2,0,10,2,5,0.4,1,2,0.5,1,3,0.333333333333333,0.5,0,0,NA,0,3,3,0,1,0,3,1,5,2013-2014,2013
|
||||
Dwyane Wade,SG,32,MIA,54,53,1775,415,761,0.545,9,32,0.28125,406,729,0.556927297668038,0.551,189,258,0.733,60,181,241,252,79,29,161,106,1028,2013-2014,2013
|
||||
Dion Waiters,SG,22,CLE,70,24,2072,430,993,0.433,92,250,0.368,338,743,0.454912516823688,0.479,161,235,0.685,32,163,195,209,63,17,154,153,1113,2013-2014,2013
|
||||
Kemba Walker,PG,23,CHA,73,73,2614,449,1143,0.393,109,327,0.333333333333333,340,816,0.416666666666667,0.441,282,337,0.837,39,267,306,447,86,32,169,128,1289,2013-2014,2013
|
||||
John Wall,PG,23,WAS,82,82,2980,579,1337,0.433,108,308,0.350649350649351,471,1029,0.457725947521866,0.473,317,394,0.805,38,295,333,721,149,40,295,219,1583,2013-2014,2013
|
||||
Gerald Wallace,SF,31,BOS,58,16,1416,116,230,0.504,19,64,0.296875,97,166,0.58433734939759,0.546,47,101,0.465,36,176,212,143,73,14,97,79,298,2013-2014,2013
|
||||
Casper Ware,PG,24,PHI,9,0,116,18,42,0.429,7,21,0.333333333333333,11,21,0.523809523809524,0.512,5,6,0.833,0,9,9,10,8,0,5,11,48,2013-2014,2013
|
||||
C.J. Watson,PG,29,IND,63,5,1193,146,334,0.437,53,145,0.36551724137931,93,189,0.492063492063492,0.516,69,88,0.784,19,82,101,107,60,8,60,66,414,2013-2014,2013
|
||||
Earl Watson,PG,34,POR,24,0,161,3,11,0.273,2,7,0.285714285714286,1,4,0.25,0.364,4,4,1,5,10,15,28,5,1,17,33,12,2013-2014,2013
|
||||
Maalik Wayns,PG,22,LAC,2,0,9,1,2,0.5,0,0,NA,1,2,0.5,0.5,0,0,NA,0,2,2,2,2,0,0,4,2,2013-2014,2013
|
||||
Martell Webster,SF,27,WAS,78,13,2157,254,587,0.433,146,372,0.39247311827957,108,215,0.502325581395349,0.557,105,125,0.84,38,184,222,97,41,15,58,150,759,2013-2014,2013
|
||||
David West,PF,33,IND,80,80,2472,458,939,0.488,4,15,0.266666666666667,454,924,0.491341991341991,0.49,198,251,0.789,120,422,542,223,61,74,133,186,1118,2013-2014,2013
|
||||
Russell Westbrook,PG,25,OKC,46,46,1412,346,791,0.437,68,214,0.317757009345794,278,577,0.481802426343154,0.48,242,293,0.826,55,208,263,319,88,7,177,104,1002,2013-2014,2013
|
||||
D.J. White,PF,27,CHA,2,0,10,0,1,0,0,0,NA,0,1,0,0,0,0,NA,0,2,2,0,1,0,0,1,0,2013-2014,2013
|
||||
Royce White,PF,22,SAC,3,0,9,0,1,0,0,0,NA,0,1,0,0,0,0,NA,0,0,0,0,0,0,0,2,0,2013-2014,2013
|
||||
Deron Williams,PG,29,BRK,64,58,2059,322,716,0.45,98,268,0.365671641791045,224,448,0.5,0.518,173,216,0.801,15,153,168,392,93,13,143,148,915,2013-2014,2013
|
||||
Derrick Williams,SF,22,TOT,78,15,1820,206,482,0.427,26,99,0.262626262626263,180,383,0.469973890339426,0.454,186,259,0.718,71,252,323,56,48,20,76,114,624,2013-2014,2013
|
||||
Elliot Williams,SG,24,PHI,67,2,1157,140,337,0.415,37,125,0.296,103,212,0.485849056603774,0.47,87,119,0.731,30,100,130,72,35,3,68,126,404,2013-2014,2013
|
||||
Louis Williams,PG,27,ATL,60,7,1445,197,493,0.4,79,231,0.341991341991342,118,262,0.450381679389313,0.48,152,179,0.849,10,114,124,210,45,4,92,65,625,2013-2014,2013
|
||||
Marvin Williams,PF,27,UTA,66,50,1674,231,526,0.439,84,234,0.358974358974359,147,292,0.503424657534247,0.519,57,73,0.781,82,252,334,78,54,31,53,151,603,2013-2014,2013
|
||||
Mo Williams,PG,31,POR,74,0,1834,280,672,0.417,83,225,0.368888888888889,197,447,0.440715883668904,0.478,78,89,0.876,42,111,153,321,55,10,149,197,721,2013-2014,2013
|
||||
Reggie Williams,SF,27,OKC,3,0,17,5,9,0.556,1,3,0.333333333333333,4,6,0.666666666666667,0.611,0,0,NA,0,0,0,1,1,0,2,1,11,2013-2014,2013
|
||||
Shawne Williams,PF,27,LAL,36,13,751,73,192,0.38,42,129,0.325581395348837,31,63,0.492063492063492,0.49,14,20,0.7,25,142,167,30,19,30,21,93,202,2013-2014,2013
|
||||
Jeff Withey,C,23,NOP,58,4,684,69,129,0.535,0,1,0,69,128,0.5390625,0.535,52,73,0.712,49,101,150,26,15,50,20,73,190,2013-2014,2013
|
||||
Nate Wolters,PG,22,MIL,58,31,1309,170,389,0.437,18,62,0.290322580645161,152,327,0.464831804281346,0.46,59,90,0.656,33,116,149,187,35,15,57,67,417,2013-2014,2013
|
||||
Metta World Peace,SF,34,NYK,29,1,388,56,141,0.397,17,54,0.314814814814815,39,87,0.448275862068966,0.457,10,16,0.625,18,41,59,17,24,8,19,44,139,2013-2014,2013
|
||||
Brandan Wright,C,26,DAL,58,0,1077,224,331,0.677,0,0,NA,224,331,0.676737160120846,0.677,77,106,0.726,102,142,244,31,32,55,35,94,525,2013-2014,2013
|
||||
Chris Wright,SF,25,MIL,8,0,126,21,35,0.6,0,1,0,21,34,0.617647058823529,0.6,6,15,0.4,10,10,20,5,7,5,5,17,48,2013-2014,2013
|
||||
Dorell Wright,SF,28,POR,68,13,984,111,297,0.374,69,202,0.341584158415842,42,95,0.442105263157895,0.49,52,69,0.754,29,162,191,64,23,16,39,62,343,2013-2014,2013
|
||||
Tony Wroten,SG,20,PHI,72,16,1765,345,808,0.427,40,188,0.212765957446809,305,620,0.491935483870968,0.452,209,326,0.641,69,159,228,217,78,16,204,151,939,2013-2014,2013
|
||||
Nick Young,SG,28,LAL,64,9,1810,387,889,0.435,135,350,0.385714285714286,252,539,0.467532467532468,0.511,235,285,0.825,29,137,166,95,46,12,95,156,1144,2013-2014,2013
|
||||
Thaddeus Young,PF,25,PHI,79,78,2718,582,1283,0.454,90,292,0.308219178082192,492,991,0.496468213925328,0.489,163,229,0.712,166,310,476,182,167,36,165,213,1417,2013-2014,2013
|
||||
Cody Zeller,C,21,CHA,82,3,1416,172,404,0.426,0,1,0,172,403,0.426799007444169,0.426,146,200,0.73,118,235,353,92,40,41,87,170,490,2013-2014,2013
|
||||
Tyler Zeller,C,24,CLE,70,9,1049,156,290,0.538,0,1,0,156,289,0.539792387543253,0.538,87,121,0.719,103,179,282,36,18,38,60,137,399,2013-2014,2013
|
||||
|
@@ -1,642 +0,0 @@
|
||||
{
|
||||
"cells": [
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"ENV[\"PYTHONPATH\"] = joinpath(Pkg.dir(\"Qwt\"), \"src\", \"python\");\n",
|
||||
"\n",
|
||||
"using Plots, Distributions; qwt()\n",
|
||||
"default(size=(500,300), leg=false)\n",
|
||||
"\n",
|
||||
"# creates x/y vectors which can define a grid in a zig-zag pattern\n",
|
||||
"function gridxy(lim, n::Int)\n",
|
||||
" xs = linspace(lim..., n)\n",
|
||||
" xypairs = vec([(x,y) for x in vcat(xs,reverse(xs)), y in xs])\n",
|
||||
" Plots.unzip(xypairs)\n",
|
||||
"end"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"# The problem... can we classify the functions?"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# these are the functions we want to classify\n",
|
||||
"scalar = 5 # larger is harder\n",
|
||||
"noise = Distributions.Normal(0, 0.05)\n",
|
||||
"\n",
|
||||
"# # problem #1... non-overlapping\n",
|
||||
"f1(x) = 0.6sin(scalar * x) + 0.1 + rand(noise)\n",
|
||||
"f2(x) = f1(x) - 0.3\n",
|
||||
"\n",
|
||||
"# problem #2... overlapping\n",
|
||||
"# f1(x) = 0.6sin(scalar * x)\n",
|
||||
"# f2(x) = 0.6sin(scalar * (x+0.1))\n",
|
||||
"\n",
|
||||
"# our target function is ∈ {-1,1}\n",
|
||||
"target(f) = f == f1 ? 1.0 : -1.0"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"# On to the fun..."
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# pick the plotting limits\n",
|
||||
"lim = (-1,1)\n",
|
||||
"funcs = [f1, f2]\n",
|
||||
"n = 20\n",
|
||||
"gridx, gridy = gridxy(lim, n)\n",
|
||||
"# default(xlim = lim, ylim = lim)\n",
|
||||
"\n",
|
||||
"function initialize_plot(funcs, lim, gridx, gridy; kw...)\n",
|
||||
" # show the grid\n",
|
||||
" plot([gridx gridy], [gridy gridx], c=:black; kw...)\n",
|
||||
"\n",
|
||||
" # show the funcs\n",
|
||||
" plot!(funcs, lim..., l=(4,[:royalblue :orangered]))\n",
|
||||
"end\n",
|
||||
"\n",
|
||||
"# kick off an animation... we can save frames whenever we want, lets save the starting frame\n",
|
||||
"function initialize_animation()\n",
|
||||
" anim = Animation()\n",
|
||||
" frame(anim)\n",
|
||||
" anim\n",
|
||||
"end\n",
|
||||
"\n",
|
||||
"# lets see what we're dealing with...\n",
|
||||
"p = initialize_plot(funcs, lim, gridx, gridy)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"# Lets build a neural net!"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"using OnlineAI\n",
|
||||
"\n",
|
||||
"# gradientModel = SGDModel(η=1e-4, μ=0.8, λ=0)\n",
|
||||
"# gradientModel = AdagradModel(η=1e-1)\n",
|
||||
"# gradientModel = AdadeltaModel(η=0.1, ρ=0.99, λ=0)\n",
|
||||
"# gradientModel = AdamModel(η=1e-4, λ=1e-8)\n",
|
||||
"gradientModel = AdaMaxModel(η=1e-4, ρ1=0.9, ρ2=0.9)\n",
|
||||
"\n",
|
||||
"# learningRateModel = FixedLearningRate()\n",
|
||||
"learningRateModel = AdaptiveLearningRate(gradientModel, 2e-2, 0.05, wgt=ExponentialWeighting(30))\n",
|
||||
"\n",
|
||||
"function OnlineAI.initialWeights(nin::Int, nout::Int, activation::Activation)\n",
|
||||
" 0.1randn(nout, nin) / sqrt(nin) + eye(nout, nin)\n",
|
||||
"end\n",
|
||||
"\n",
|
||||
"net = buildTanhClassificationNet(\n",
|
||||
" 2, # number of inputs\n",
|
||||
" 1, # number of outputs\n",
|
||||
" [2,2,2,2,2,2], # hidden layers structure\n",
|
||||
" params = NetParams(gradientModel = gradientModel)\n",
|
||||
")"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"# Update our model and the visualization"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# set up a visualization of the projections\n",
|
||||
"layers = filter(l -> l.nout == 2, net.layers[1:end-1])\n",
|
||||
"num_hidden_layers = length(layers)\n",
|
||||
"plts = [initialize_plot(funcs, lim, gridx, gridy, title=\"Hidden Layer $i\") for i in 1:num_hidden_layers]\n",
|
||||
"sz = round(Int, sqrt(num_hidden_layers) * 400)\n",
|
||||
"projectionviz = subplot(plts..., n=num_hidden_layers, size=(sz,sz))\n",
|
||||
"\n",
|
||||
"# setup animation, then show the plots in a window\n",
|
||||
"anim = initialize_animation()\n",
|
||||
"gui()\n",
|
||||
"\n",
|
||||
"# create another visualization to track the internal progress of the neural net\n",
|
||||
"progressviz = track_progress(net, fields=[:w,:b,:Σ,:a], size=(num_hidden_layers*300,800), m=2, w=0);"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"dist = Distributions.Uniform(lim...)\n",
|
||||
"# dist = Distributions.Uniform(-0.6,0.6)\n",
|
||||
"progressgui = false\n",
|
||||
"\n",
|
||||
"function test_data(n, lim, funcs)\n",
|
||||
" xs = linspace(lim..., n)\n",
|
||||
" x1, x2 = [hcat(xs,map(f,xs)) for f in funcs]\n",
|
||||
" y1, y2 = ones(n), -ones(n)\n",
|
||||
" DataPoints(vcat(x1,x2), vcat(y1,y2))\n",
|
||||
"end\n",
|
||||
"\n",
|
||||
"testn = 100\n",
|
||||
"testdata = test_data(testn, lim, funcs)\n",
|
||||
"\n",
|
||||
"function activateHidden(net, layers, x, y, seriesidx, plts)\n",
|
||||
" n = length(x)\n",
|
||||
" p = length(layers)\n",
|
||||
" projx, projy = zeros(n,p), zeros(n,p)\n",
|
||||
" for i in 1:n\n",
|
||||
" # feed the data through the neural net\n",
|
||||
" OnlineAI.forward!(net, [x[i], y[i]])\n",
|
||||
" \n",
|
||||
" # grab the net's activations at each layer\n",
|
||||
" for j in 1:p\n",
|
||||
" projx[i,j], projy[i,j] = layers[j].Σ\n",
|
||||
" end\n",
|
||||
" end\n",
|
||||
" \n",
|
||||
" # now we can update the plots\n",
|
||||
" for j in 1:p\n",
|
||||
" plts[j][seriesidx] = (vec(projx[:,j]), vec(projy[:,j]))\n",
|
||||
" end\n",
|
||||
"end\n",
|
||||
"\n",
|
||||
"# final plot to track test error\n",
|
||||
"errviz = subplot([totalCost(net, testdata) gradientModel.η], m=3, title=[\"Error\" \"η\"], n=2,nc=1, pos=(800,0))\n",
|
||||
"gui(errviz)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"iterations_per_frame = 1000\n",
|
||||
"total_frames = 100\n",
|
||||
"for frm in 1:total_frames\n",
|
||||
" # pick one of the functions at random, sample from the x line, then update the\n",
|
||||
" # neural net with [x, f(x)] as the inputs\n",
|
||||
" for i in 1:iterations_per_frame\n",
|
||||
" f = sample(funcs)\n",
|
||||
" x = rand(dist)\n",
|
||||
" y = target(f)\n",
|
||||
" update!(net, Float64[x, f(x)], [y])\n",
|
||||
" end\n",
|
||||
" \n",
|
||||
" # update the progress visualization\n",
|
||||
" update!(progressviz, true, show=progressgui)\n",
|
||||
" \n",
|
||||
" # update the error plot\n",
|
||||
" err = totalCost(net, testdata)\n",
|
||||
" push!(errviz.plts[1], err)\n",
|
||||
" update!(learningRateModel, err)\n",
|
||||
" push!(errviz.plts[2], gradientModel.η)\n",
|
||||
" gui(errviz)\n",
|
||||
"\n",
|
||||
" # update the projections\n",
|
||||
" x = linspace(lim..., 70)\n",
|
||||
" for (seriesidx, (x,y)) in enumerate([(gridx,gridy), (gridy,gridx), (x,map(f1,x)), (x,map(f2,x))])\n",
|
||||
" activateHidden(net, layers, x, y, seriesidx, projectionviz.plts)\n",
|
||||
" end\n",
|
||||
" \n",
|
||||
" # show/update the plot\n",
|
||||
" gui(projectionviz)\n",
|
||||
" frame(anim)\n",
|
||||
" sleep(0.001)\n",
|
||||
"end\n",
|
||||
"\n",
|
||||
"# displays the progress if there's no gui\n",
|
||||
"progressgui || progressviz.subplt"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# # show stacked and linked histograms of the predictions for each class\n",
|
||||
"xs = OnlineAI.unzip(testdata)[1]\n",
|
||||
"yhat = predict(net, xs)\n",
|
||||
"yhat1, yhat2 = yhat[1:testn], yhat[testn+1:end]\n",
|
||||
"subplot(histogram(yhat1), histogram(yhat2), nc=1, linkx=true, title=[\"f1 prediction\" \"f2 prediction\"])"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"xs = xs[1:testn]\n",
|
||||
"plot(xs, hcat(map(f1,xs), map(f2,xs), yhat1, yhat2), leg=true,\n",
|
||||
" line=([2 2 5 5], [:royalblue :orangered], [:solid :solid :dash :dash]))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": true
|
||||
},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"# Animate!"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"gif(anim, fps = 10)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": true
|
||||
},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": true
|
||||
},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": true
|
||||
},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {
|
||||
"collapsed": true
|
||||
},
|
||||
"source": [
|
||||
"# Network viz"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# show the network (uses Qwt, visualize isn't available unless you import it)\n",
|
||||
"ENV[\"PYTHONPATH\"] = joinpath(Pkg.dir(\"Qwt\"), \"src\", \"python\");\n",
|
||||
"import Qwt\n",
|
||||
"viz = visualize(net);"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# update the net representation with weights, etc\n",
|
||||
"update!(viz)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": true
|
||||
},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": true
|
||||
},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": true
|
||||
},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": true
|
||||
},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": true
|
||||
},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {
|
||||
"collapsed": true
|
||||
},
|
||||
"source": [
|
||||
"# testing..."
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"selection[3][2]"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"p[4][2] |> length"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": true
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"gui(progressviz.subplt)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"histogram(yhat1)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"progressviz.subplt.plts[1].seriesargs[1][:serieshandle][:get_offsets]()"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"learningRateModel"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"update!(d,5)\n",
|
||||
"diff(d)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"using Plots\n",
|
||||
"p1 = plot(rand(20))\n",
|
||||
"p2 = plot(rand(10))\n",
|
||||
"p3 = scatter(rand(100))\n",
|
||||
"p4 = plot(rand(1000))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"subplot(p1,p2,p3,p4, nr=1, leg=false)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# ENV[\"MPLBACKEND\"] = \"qt4agg\"\n",
|
||||
"using Plots; pyplot()\n",
|
||||
"p = scatter(rand(10))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"p.seriesargs[1][:serieshandle][:get_offsets]()"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"PyPlot.backend"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"gui()"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"append!(p,1,rand(10))\n",
|
||||
"gui()"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"sp = progressviz.subplt.plts[1].o.widget[:minimumSizeHint]()"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"testn = 100\n",
|
||||
"xs = linspace(lim..., testn)\n",
|
||||
"x1, x2 = [hcat(xs,map(f,xs)) for f in funcs]\n",
|
||||
"y1, y2 = ones(testn), -ones(testn)\n",
|
||||
"yhat1, yhat2 = [vec(predict(net, x)) for x in (x1,x2)]\n",
|
||||
"DataPoints(vcat(x1,x2), vcat(y1,y2))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": true
|
||||
},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"kernelspec": {
|
||||
"display_name": "Julia 0.4.0",
|
||||
"language": "julia",
|
||||
"name": "julia-0.4"
|
||||
},
|
||||
"language_info": {
|
||||
"file_extension": ".jl",
|
||||
"mimetype": "application/julia",
|
||||
"name": "julia",
|
||||
"version": "0.4.0"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 0
|
||||
}
|
||||
@@ -1,157 +0,0 @@
|
||||
{
|
||||
"cells": [
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 1,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stderr",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"WARNING: Base.FloatingPoint is deprecated, use AbstractFloat instead.\n",
|
||||
" likely near /home/tom/.julia/v0.4/Qwt/src/widgets.jl:5\n",
|
||||
"WARNING: Base.String is deprecated, use AbstractString instead.\n",
|
||||
" likely near /home/tom/.julia/v0.4/Glob/src/Glob.jl:13\n",
|
||||
"WARNING: Base.Uint32 is deprecated, use UInt32 instead.\n",
|
||||
" likely near /home/tom/.julia/v0.4/Glob/src/Glob.jl:13\n",
|
||||
"WARNING: Base.String is deprecated, use AbstractString instead.\n",
|
||||
" likely near /home/tom/.julia/v0.4/Glob/src/Glob.jl:13\n",
|
||||
"WARNING: Base.String is deprecated, use AbstractString instead.\n",
|
||||
" likely near /home/tom/.julia/v0.4/Glob/src/Glob.jl:18\n",
|
||||
"WARNING: Base.String is deprecated, use AbstractString instead.\n",
|
||||
" likely near /home/tom/.julia/v0.4/Glob/src/Glob.jl:18\n",
|
||||
"WARNING: Base.String is deprecated, use AbstractString instead.\n",
|
||||
" likely near /home/tom/.julia/v0.4/Glob/src/Glob.jl:21\n",
|
||||
"WARNING: Base.String is deprecated, use AbstractString instead.\n",
|
||||
" likely near /home/tom/.julia/v0.4/Glob/src/Glob.jl:21\n",
|
||||
"WARNING: Base.String is deprecated, use AbstractString instead.\n",
|
||||
" likely near /home/tom/.julia/v0.4/Glob/src/Glob.jl:45\n",
|
||||
"WARNING: Base.String is deprecated, use AbstractString instead.\n",
|
||||
" likely near /home/tom/.julia/v0.4/Glob/src/Glob.jl:120\n",
|
||||
"WARNING: Base.String is deprecated, use AbstractString instead.\n",
|
||||
" likely near /home/tom/.julia/v0.4/Glob/src/Glob.jl:191\n",
|
||||
"WARNING: Base.String is deprecated, use AbstractString instead.\n",
|
||||
" likely near /home/tom/.julia/v0.4/Glob/src/Glob.jl:274\n",
|
||||
"WARNING: Base.String is deprecated, use AbstractString instead.\n",
|
||||
" likely near /home/tom/.julia/v0.4/Glob/src/Glob.jl:336\n",
|
||||
"WARNING: Base.String is deprecated, use AbstractString instead.\n",
|
||||
" likely near /home/tom/.julia/v0.4/Glob/src/Glob.jl:338\n",
|
||||
"WARNING: Base.String is deprecated, use AbstractString instead.\n",
|
||||
" likely near /home/tom/.julia/v0.4/Glob/src/Glob.jl:346\n"
|
||||
]
|
||||
},
|
||||
{
|
||||
"ename": "LoadError",
|
||||
"evalue": "LoadError: LoadError: LoadError: ArgumentError: Calendar not found in path\nwhile loading /home/tom/.julia/v0.4/CTechCommon/src/CTechCommon.jl, in expression starting on line 9\nwhile loading /home/tom/.julia/v0.4/OnlineAI/src/OnlineAI.jl, in expression starting on line 9\nwhile loading In[1], in expression starting on line 1",
|
||||
"output_type": "error",
|
||||
"traceback": [
|
||||
"LoadError: LoadError: LoadError: ArgumentError: Calendar not found in path\nwhile loading /home/tom/.julia/v0.4/CTechCommon/src/CTechCommon.jl, in expression starting on line 9\nwhile loading /home/tom/.julia/v0.4/OnlineAI/src/OnlineAI.jl, in expression starting on line 9\nwhile loading In[1], in expression starting on line 1",
|
||||
"",
|
||||
" in require at ./loading.jl:233",
|
||||
" in include at ./boot.jl:261",
|
||||
" in include_from_node1 at ./loading.jl:304",
|
||||
" in require at ./loading.jl:243",
|
||||
" in include at ./boot.jl:261",
|
||||
" in include_from_node1 at ./loading.jl:304",
|
||||
" in require at ./loading.jl:243"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"using Plots, DataFrames, OnlineStats, OnlineAI\n",
|
||||
"gadfly(); default(size=(500,300))\n",
|
||||
"df = readtable(joinpath(Pkg.dir(\"Plots\"), \"examples\", \"meetup\", \"winequality-white.csv\"), separator=';');"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"y = float(df[:quality] .> 6)\n",
|
||||
"x = Array(df[:,1:11])\n",
|
||||
"n, p = size(x)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# logistic regression\n",
|
||||
"reg = StochasticModel(x, y; model=LogisticRegression())"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"yhat = predict(reg, x)\n",
|
||||
"scatter(yhat, y, xlab=\"Estimate\", ylab=\"Actual\", title=\"Logistic Regression\", smooth=.95, alpha=0.2, w=0, nbins=50)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"for i in 1:10000\n",
|
||||
" row = sample(1:n)\n",
|
||||
" update!(reg, vec(x[row,:]), y[row])\n",
|
||||
"end\n",
|
||||
"reg"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": false
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"y"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {
|
||||
"collapsed": true
|
||||
},
|
||||
"outputs": [],
|
||||
"source": []
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"kernelspec": {
|
||||
"display_name": "Julia 0.4.0",
|
||||
"language": "julia",
|
||||
"name": "julia-0.4"
|
||||
},
|
||||
"language_info": {
|
||||
"file_extension": ".jl",
|
||||
"mimetype": "application/julia",
|
||||
"name": "julia",
|
||||
"version": "0.4.0"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 0
|
||||
}
|
||||
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