The origin purpose is just to practice implementing the effective machine learning models and get more insights. But maybe it will be of practical help.
I implement the models with two kinds of tools: numpy and Theano. Using theano will save a lot of work but I want to know more about the details and make them easy to migrate to other tools like Matlab so I will implement some models using numpy too.
SVM,KNN,PCA,FNN,Recurent NN,LSTM,RBM
Recursive NN, CNN
Email: [email protected]