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Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

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LearningX Examples and Tutorials

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

  • Classical & Deep Reinforcement Learning

  • Basic & Advanced Machine Learning

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

Deep Reinforcement Learning

Basic Machine Learning

  • Decision Tree, K-Nearest Neighbours, Logistic Regression (Gradient Descent)
  • Linear Regression (Gradient Descent / Stochastic Gradient Descent)
  • K-means Clustering

Advanced Machine Learning

Author

Anson Wong