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wz-ml/README.md

Hi there! I'm William.

  • 🔭 I’m currently working on Kaggle projects.
  • ⚡ Fun fact: I prefer tabs over spaces for indentation.

Sourcerer profile:

Sourcerer

📫 How to reach me:

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  1. MetaDrive-Tutorials MetaDrive-Tutorials Public

    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.

    Jupyter Notebook 8 3

  2. Diffusion-IIG Diffusion-IIG Public

    A reimplemention of the DDIM sampling / generation algorithm.

    Jupyter Notebook 2 2

  3. Day2Night-with-Pix2Pix Day2Night-with-Pix2Pix Public

    A day-to-night image translation implementation using Pix2Pix.

    Jupyter Notebook 2

  4. A0-Connect4 A0-Connect4 Public

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

    Jupyter Notebook 1

  5. BoxingV0-StableBaselines BoxingV0-StableBaselines Public

    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.

    Jupyter Notebook 1

  6. Hill-Climbing Hill-Climbing Public

    Source code for my blog, Hill Climbing.

    SCSS 1