LearningX Examples and Tutorials

We provide here a suite of Python examples that walk you through concepts in:

Usage of the examples is simple: just run the main file for each project. Each project example contains its own README.md file discussing the theory and applications.

Classical Reinforcement Learning

The Multi-Armed Bandit Problem

Q-Learning in GridWorld

Optimal Blackjack Strategy

Deep Reinforcement Learning

Balancing Cartpole Beam on OpenAI gym

Playing Pong from pixels on OpenAI gym

Basic Machine Learning



Unsupervised Learning

Advanced Machine Learning

Building Model Trees

Tree Ensembles: Bagging and Boosting


Anson Wong