ML-From-Scratch

机器学习算法基于西瓜书以及《统计学习方法》，当然包括DL

Name		Name	Last commit message	Last commit date
Latest commit History 31 Commits
utils		utils
Decision Tree for Classification And Regression.ipynb		Decision Tree for Classification And Regression.ipynb
GBDT 梯度提升.ipynb		GBDT 梯度提升.ipynb
GaussianMixtureModel.ipynb		GaussianMixtureModel.ipynb
HMM_forward.py		HMM_forward.py
K-means算法.ipynb		K-means算法.ipynb
KNN.ipynb		KNN.ipynb
LSTM_FS.ipynb		LSTM_FS.ipynb
MCMC-Metropolis-Hastings.py		MCMC-Metropolis-Hastings.py
Naive Bayes.ipynb		Naive Bayes.ipynb
PCA.ipynb		PCA.ipynb
PageRank.ipynb		PageRank.ipynb
README.md		README.md
SVM SMO.ipynb		SVM SMO.ipynb
TempLinkoping2016.txt		TempLinkoping2016.txt
Viterbi.py		Viterbi.py
Xgboost 算法.ipynb		Xgboost 算法.ipynb
对数几率回归.ipynb		对数几率回归.ipynb
线性判别分析LDA.ipynb		线性判别分析LDA.ipynb
线性回归.ipynb		线性回归.ipynb

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