Useful usage of python.
LeetCode practice: random
Leetcode practice of the random topic.
Notes of TensorFlow v1.x
Here is some useful notes/tricks of Tensorflow 1.x, a powerful deep learning framework developed by Google, Inc.
Normalization in Neural Networks: A Summary !
A survey of the normalization tricks in Neural Networks.
Planning by Dynamic Programming (RL)
Notes of lectures by D. Silver.
Markov Decision Process
Notes of lectures by D. Silver.A brief introduction of MDPs.
Introduction to Reinforcement Learning
Notes of lectures by D. Silver. A brief introduction of RL.
A Review of Probability
A brief introduction of the probability theory and the information theory.
Tricks of Git
Some useful tricks of git.
Machine Learning Basics
A short introduction about machine learning.