rxng8/AI-ideas-and-projects

AI research course works and projects. Approximated lines of code: 52,000.

AI course work and research.

• Author: Alex Nguyen.

About:

• This repository is the collection of AI Idea implementation and research.
• This repository also contains small-scale to large-scale projects that are related to AI, ML, RL, and Wavelet Transformation.

How to navigate through this repository:

• You can find the implementation of AI idea in the AI-Idea folder. This folder contains the JAVA and Python implementation of fundamental idea in AI field, considering supervised learning, unsupervised learning, and reinforcement leanring:

  • Approach-n
  • BayesianNetwork
  • Clue-reasoning-game
  • Clustering
  • cs371-bandit-connect4
  • Game Tree Lab
  • informed-search
  • MarkovDecisionProcess
  • Stochastic Local Search Lab
  • uninformed-search
  • value-iteration

• You can also find the implementation of projects that are implemented in Java and Python in the projects folder. This folder contains projects that are in Kaggle's competitions, Ebay's ML Competition, personal researches, and in-class AI projects:

  • fake-new
  • frozen-lake
  • roshambo
  • snake-game
  • virtual-try-on
  • wavelet_transformation

• In each of those folder, there will be a README.md file that guides you through the project.