markhliu/ml_animated

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markhliu/ml_animated

markhliu

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Use animation to explain machine learning

mpt

Code repository for the book Make Python Talk

DGAI

Learn Generative AI with PyTorch (Manning Publications, 2024)

Jupyter Notebook

MLA

Repository for the CRC Press book Machine Learning, Animated

Jupyter Notebook

AlphaGoSimplified

Book repository for AlphaGo Simplified (CRC Press 2024). Implement ideas behind Deep Blue (rule-based AI) and AlphaGo (rule-based AI + Deep Learning) in three simple games: Last Coin Standing, Tic Tac Toe, and Connect Four.

Jupyter Notebook

ML_stocksplits

Use ensemble machine learning techniques to predict stock splits in order to generate abnormal returns

AtariBreakoutPolicyGradients

Use policy gradients to train an agent to play the Atari Breakout game