ML-practice-repo

This repo stores a number of practice example for a varity of machine learning algorithm. The repo is regularly updated.

Embedding method

1. Word2vec(with and without negative sampling)

Reinforcement Learning

1. Markov decision process

Recommender system

1. Collaborative Filtering

Graph embedding

1. DeepWalk(Karate club dataset)

Numerical Techniques

1. Nyström Approximation