GitHub - rguo123/conditional_entropy_forests: Using Random Forest to measure Conditional Entropy

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Using Random Forest to measure Conditional Entropy

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Name		Name	Last commit message	Last commit date
Latest commit History 47 Commits
code		code
data		data
exploration		exploration
f19		f19
figs		figs
final_figs		final_figs
images		images
lumberjack		lumberjack
new_figs		new_figs
paper		paper
plots_s19		plots_s19
plots_v3		plots_v3
tutorial		tutorial
.gitignore		.gitignore
Additional MI settings.ipynb		Additional MI settings.ipynb
Algorithm revised.ipynb		Algorithm revised.ipynb
Algorithm_comparison_plots.ipynb		Algorithm_comparison_plots.ipynb
Bias Correction for Continuous Y.ipynb		Bias Correction for Continuous Y.ipynb
Categorical_Plots_Final.ipynb		Categorical_Plots_Final.ipynb
Comparison with MIEWRF paper.ipynb		Comparison with MIEWRF paper.ipynb
Continuous Data.ipynb		Continuous Data.ipynb
Drosophilia.ipynb		Drosophilia.ipynb
Honest Sampling + pushing away from boundary plots.ipynb		Honest Sampling + pushing away from boundary plots.ipynb
Honest Sampling.ipynb		Honest Sampling.ipynb
MI Convergence Rates.ipynb		MI Convergence Rates.ipynb
Mixed data.ipynb		Mixed data.ipynb
Mutual Information Plots.ipynb		Mutual Information Plots.ipynb
Mutual Information Settings 2.ipynb		Mutual Information Settings 2.ipynb
Mutual Information Truth.ipynb		Mutual Information Truth.ipynb
Mutual Information.ipynb		Mutual Information.ipynb
Plugin Estimator.ipynb		Plugin Estimator.ipynb
Posterior_plots final.ipynb		Posterior_plots final.ipynb
Prediction Code.ipynb		Prediction Code.ipynb
Preventing Overfitting in Random Forest Estimate.ipynb		Preventing Overfitting in Random Forest Estimate.ipynb
Random Forest Estimate in High Dimensions.ipynb		Random Forest Estimate in High Dimensions.ipynb
Random Forest Independence Test Algorithm.ipynb		Random Forest Independence Test Algorithm.ipynb
Reprod Figure 2.ipynb		Reprod Figure 2.ipynb
Simple Convergence Tests for our Random Forest Estimate.ipynb		Simple Convergence Tests for our Random Forest Estimate.ipynb
Test Statistic.ipynb		Test Statistic.ipynb
Uncertainty Forest Fig 2.ipynb		Uncertainty Forest Fig 2.ipynb
correlation plot.ipynb		correlation plot.ipynb
plots.ipynb		plots.ipynb
plots_fall 2019.ipynb		plots_fall 2019.ipynb