Machine-Learning-with-pytorch

几乎所有机器学习算法 pytorch实现

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
.ipynb_checkpoints		.ipynb_checkpoints
01线性回归.ipynb		01线性回归.ipynb
02逻辑回归算法.ipynb		02逻辑回归算法.ipynb
03KNN，朴素贝叶斯算法.ipynb		03KNN，朴素贝叶斯算法.ipynb
04决策树.ipynb		04决策树.ipynb
05支持向量机.ipynb		05支持向量机.ipynb
06K-means.ipynb		06K-means.ipynb
07集成学习.ipynb		07集成学习.ipynb
08EM.ipynb		08EM.ipynb
09HMM.ipynb		09HMM.ipynb
10.CRF.ipynb		10.CRF.ipynb
AdaBoost.ipynb		AdaBoost.ipynb
Bayes分类器.ipynb		Bayes分类器.ipynb
CNN.ipynb		CNN.ipynb
Decision tree.ipynb		Decision tree.ipynb
KNN.ipynb		KNN.ipynb
LDA.ipynb		LDA.ipynb
LSTM.ipynb		LSTM.ipynb
Logistic-Regression.ipynb		Logistic-Regression.ipynb
README.md		README.md
SVM.ipynb		SVM.ipynb
XGboost.ipynb		XGboost.ipynb
percetron.ipynb		percetron.ipynb
ytb_lr.txt		ytb_lr.txt
反向传播算法.ipynb		反向传播算法.ipynb
图神经网络.ipynb		图神经网络.ipynb
时间表.ipynb		时间表.ipynb
概率图模型-条件随机场.ipynb		概率图模型-条件随机场.ipynb
概率图模型-贝叶斯网络.ipynb		概率图模型-贝叶斯网络.ipynb
概率图模型-隐马尔科夫模型.ipynb		概率图模型-隐马尔科夫模型.ipynb
概率图模型-马尔科夫随机场.ipynb		概率图模型-马尔科夫随机场.ipynb
概率图模型.ipynb		概率图模型.ipynb
聚类-CUNK.ipynb		聚类-CUNK.ipynb
聚类-DESCAN.ipynb		聚类-DESCAN.ipynb
聚类-EM.ipynb		聚类-EM.ipynb
聚类-K-means.ipynb		聚类-K-means.ipynb
聚类-OPTICS.ipynb		聚类-OPTICS.ipynb
聚类-层次聚类.ipynb		聚类-层次聚类.ipynb
距离度量学习.ipynb		距离度量学习.ipynb
随机森林.ipynb		随机森林.ipynb

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