DecisionTree_RandomForest.iphnb implements a DecisionTree and RandomForest classifier by using scikit-learn
Pytorch.ipynb implements a full connected neural network and CNN by using pytorch and test in CIFA10
SVM.ipynb implements a svm by using scikit-learn
e5_1im.m implements a video compression algorithm which contains still image coding and motion estimation
fc_net.py implements a full connected neural network class
layers.py implements forward and backward pass of linear layer
linear_layer implements a multiclass SVM and using score function (refer to CS231n)
neural_net implements a two layer neural network
softmax implements a multiclass SVM and using softmax loss