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Resources for Machine Learning Pocket Reference
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ch13.ipynb Cell #10 #7

Open SSJUSA opened 4 years ago

SSJUSA commented 4 years ago

ch13.ipynb Cell #10 3 rf5, X, X.columns, features 4 ) ----> 5 fig, _ = pdp.pdp_interact_plot(p, features)

TypeError: clabel() got an unexpected keyword argument 'contour_label_fontsize'

C:\ProgramData\Anaconda3\envs\tf_SSJ_gpu\lib\site-packages\pdpbox\pdp.py in pdp_interact_plot(pdp_interact_out, feature_names, plot_type, x_quantile, plot_pdp, which_classes, figsize, ncols, plot_params) 773 fig.add_subplot(inter_ax) 774 _pdp_inter_one(pdp_interact_out=pdp_interact_plot_data[0], inter_ax=inter_ax, norm=None, --> 775 feature_names=feature_names_adj, **inter_params) 776 else: 777 wspace = 0.3

C:\ProgramData\Anaconda3\envs\tf_SSJ_gpu\lib\site-packages\pdpbox\pdp_plot_utils.py in _pdp_inter_one(pdp_interact_out, feature_names, plot_type, inter_ax, x_quantile, plot_params, norm, ticks) 330 # for numeric not quantile 331 X, Y = np.meshgrid(pdp_interact_out.feature_grids[0], pdp_interact_out.feature_grids[1]) --> 332 im = _pdp_contour_plot(X=X, Y=Y, inter_params) 333 elif plot_type == 'grid': 334 im = _pdp_inter_grid(inter_params)

C:\ProgramData\Anaconda3\envs\tf_SSJ_gpu\lib\site-packages\pdpbox\pdp_plot_utils.py in _pdp_contour_plot(X, Y, pdp_mx, inter_ax, cmap, norm, inter_fill_alpha, fontsize, plot_params) 249 c1 = inter_ax.contourf(X, Y, pdp_mx, N=level, origin='lower', cmap=cmap, norm=norm, alpha=inter_fill_alpha) 250 c2 = inter_ax.contour(c1, levels=c1.levels, colors=contour_color, origin='lower') --> 251 inter_ax.clabel(c2, contour_label_fontsize=fontsize, inline=1) 252 inter_ax.set_aspect('auto') 253

C:\ProgramData\Anaconda3\envs\tf_SSJ_gpu\lib\site-packages\matplotlib\axes_axes.py in clabel(self, CS, *args, kwargs) 6338 6339 def clabel(self, CS, *args, *kwargs): -> 6340 return CS.clabel(args, kwargs) 6341 clabel.doc = mcontour.ContourSet.clabel.doc 6342

mattharrison commented 3 years ago

What version of pdpbox do you have installed

SSJUSA commented 3 years ago

My computer has pdpbox version 0.2.0

Chapter 13, cell # 10 is giving following errors:

Thanks, SSJ

features = ["fare", "sex_male"] p = pdp.pdpinteract( rf5, X, X.columns, features ) fig, = pdp.pdp_interact_plot(p, features)

TypeError Traceback (most recent call last) in 3 rf5, X, X.columns, features 4 )----> 5 fig, _ = pdp.pdp_interact_plot(p, features) 6 #fig.savefig("images/mlpr_1303.png", dpi=300) C:\ProgramData\Anaconda3\lib\site-packages\pdpbox\pdp.py in pdp_interact_plot(pdp_interact_out, feature_names, plot_type, x_quantile, plot_pdp, which_classes, figsize, ncols, plot_params) 773 fig.add_subplot(inter_ax) 774 _pdp_inter_one(pdp_interact_out=pdp_interact_plot_data[0], inter_ax=inter_ax, norm=None,--> 775 feature_names=feature_names_adj, inter_params) 776 else: 777 wspace = 0.3 C:\ProgramData\Anaconda3\lib\site-packages\pdpbox\pdp_plot_utils.py in _pdp_inter_one(pdp_interact_out, feature_names, plot_type, inter_ax, x_quantile, plot_params, norm, ticks) 330 # for numeric not quantile 331 X, Y = np.meshgrid(pdp_interact_out.feature_grids[0], pdp_interact_out.feature_grids[1])--> 332 im = _pdp_contour_plot(X=X, Y=Y, inter_params) 333 elif plot_type == 'grid': 334 im = _pdp_inter_grid(inter_params) C:\ProgramData\Anaconda3\lib\site-packages\pdpbox\pdp_plot_utils.py in _pdp_contour_plot(X, Y, pdp_mx, inter_ax, cmap, norm, inter_fill_alpha, fontsize, plot_params) 249 c1 = inter_ax.contourf(X, Y, pdp_mx, N=level, origin='lower', cmap=cmap, norm=norm, alpha=inter_fill_alpha) 250 c2 = inter_ax.contour(c1, levels=c1.levels, colors=contour_color, origin='lower')--> 251 inter_ax.clabel(c2, contour_label_fontsize=fontsize, inline=1) 252 inter_ax.set_aspect('auto') 253 C:\ProgramData\Anaconda3\lib\site-packages\matplotlib\axes_axes.py in clabel(self, CS, *args, *kwargs) 6349 6350 def clabel(self, CS, args, kwargs):-> 6351 return CS.clabel(*args, **kwargs) 6352 clabel.doc = mcontour.ContourSet.clabel.doc 6353 TypeError: clabel() got an unexpected keyword argument 'contour_label_fontsize'

On Mon, Aug 24, 2020 at 4:46 PM matt harrison notifications@github.com wrote:

What version of pdpbox do you have installed

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