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Hi there! I'm William.

  • šŸ”­ Iā€™m currently working on Kaggle projects.
  • āš” Fun fact: I prefer tabs over spaces for indentation.

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William Zhou's Projects

a0-connect4 icon a0-connect4

An end-to-end implementation of AlphaZero on a Connect4 environment.

atari-neat icon atari-neat

Using NEAT on a variety of OpenAI Atari Gym games.

atomgptsuggestions icon atomgptsuggestions

A text prediction autocomplete addon for Atom Editor! Use `git clone` to get started.

boxingv0-stablebaselines icon boxingv0-stablebaselines

An implementation of a DQN trained on Openai Gym's boxing-v0-ram using Stable Baselines. Credit goes to [StarAI](https://www.starai.io/course/) for Colab visualization code.

cellularimages icon cellularimages

A cellular learner that creates regenerating cellular automata in the web browser.

diffusion-iig icon diffusion-iig

A reimplemention of the DDIM sampling / generation algorithm.

gpt-prompter icon gpt-prompter

Browser extension to get a fast prompt (of the selected text) for OpenAI`s GPT-3, GPT-4 & ChatGPT API . Available in the Chrome web store and Firefox browser add-ons

math2latex icon math2latex

A open-source tool to convert Handwritten Math to LaTeX code!

metadrive-tutorials icon metadrive-tutorials

Reinforcement Learning tutorials with Metadrive: A collection of hands-on notebooks and resources to get started with reinforcement learning using the powerful MetaDrive simulation environment.

mmr-calculator-sc2 icon mmr-calculator-sc2

At the request of my friends, I made a SC2 MMR calculator. Can calculate win probabilities, MMR placements, and Best-of-ns.

neat-python icon neat-python

Python implementation of the NEAT neuroevolution algorithm

sc2mmr-react icon sc2mmr-react

A react app frontend for a SC2 MMR calculator. Check out https://github.com/wz-ml/MMR-Calculator-Sc2 for the main project.

stablegan icon stablegan

A stable generative adversarial network implementation using convex analysis.

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