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bayesian_tree

dectreedp

Embedding Differential Privacy in Decision Tree Algorithm with Different Depths

diffgen

Differentially private data release for data mining [SIGKDD 2011] - convert a relational data set into a differentially-private version while maintaining its capability for data mining

greedy_dp_forest

A Differentially Private Decision Forest using greedy splitting heuristics

iceslyer.github.io

个人博客

id3-decision-tree

JavaScript Implementation of the ID3 Decision Tree algorithm with some basic visualization

image

Store Images

latex3

The LaTeX3 Development Repository

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

machine-learning-notes

周志华《机器学习》手推笔记

robusttrees

Robust Decision Trees Against Adversarial Examples (ICML 2019, 20 min long talk)

smooth_random_trees

A Differentially-Private Random Decision Forest using Smooth Sensitivity