# Yekun's ML Notes

Some machine learning notes and writeup.

Notes of lectures by D. Silver.

Notes of lectures by D. Silver.

This is a brief records of pitfalls and problems we met on GPU environment configuration.

Summary of word tokenization, as well as coping with OOV words. (This is expanded based on my MT course lectured by Dr. Rico Sennrich in Edinburgh Informatics in 2018.)

An introduction of Part-of-Speech tagging using Hidden Markov Model (HMMs).

Useful usage of python.

Leetcode practice of the random topic.

Here is some useful notes/tricks of Tensorflow 1.x, a powerful deep learning framework developed by Google, Inc.

A survey of the normalization tricks in Neural Networks.

Notes of lectures by D. Silver.