A repository for recording machine learning code, including basic ml algorithms by using python (numpy). Also some very useful codes of scikit-learn and tensorflow.

• knn
• liner regression
• gradient descent demo
• logistic regression
• decision tree
• regression tree
• bayes classifier
• neural network
• clustering: k-means
• PCA
• SVD
• aprior

sklearn practice

simple tensorflow practice (13 steps)

• number recognization by cnn
• text classification by cnn
• cnn classification (dog vs cat)