William Zhou

@wz-ml · User

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AI & AI Safety researcher, formerly writing Triton kernels @ AMD & working in an infrastructure capacity at Timaeus. Computer Science major at UCLA.

AMDSan Francisco, CA36 followers39 repositories

Repositories

wz-ml/Math2LaTeX

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

★ 30Jupyter NotebookForks 2

wz-ml/A0-Connect4

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

★ 3Jupyter NotebookForks 0

wz-ml/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.

★ 26Jupyter NotebookForks 5

wz-ml/cherf2

Second generation of cherf (NAT holepunch tool)

★ 0CForks 0

wz-ml/LBMFluidSim

A simple Lattice Boltzmann fluid simulator, written in a SIMD/GPU-native way.

★ 0Forks 0

wz-ml/SimTPU

SimTPU: A small, all-python VLIW TPU simulator.

★ 1PythonForks 0

wz-ml/SAELens

Training Sparse Autoencoders on Language Models

★ 1Forks 0

wz-ml/SplashAttention

Implementation of Sparse Flash (Splash) Attention in CUDA. FP32, nothing production grade.

★ 0Forks 0

wz-ml/CS259

CS259: Learning Machines https://polyarch.github.io/cs259/

★ 0CudaForks 0

wz-ml/Fractal-MSPs

A reimplementation of Adam Shai's Transformers Represent Belief State Geometry in their Residual Stream.

★ 0Jupyter NotebookForks 0

wz-ml/termite

A reinforcement-learning agent to compete in C1Games' Terminal.

★ 1Jupyter NotebookForks 0

wz-ml/Diffusion-IIG

A reimplemention of the DDIM sampling / generation algorithm.

★ 2Jupyter NotebookForks 2

wz-ml/tetra

An adaptive human-like Tetris sparring partner.

★ 1Jupyter NotebookForks 0

wz-ml/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

★ 1JavaScriptForks 0

wz-ml/StableGan

A stable generative adversarial network implementation using convex analysis.

★ 0Forks 0

wz-ml/cellularimages

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

★ 0Jupyter NotebookForks 0

wz-ml/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.

★ 1Jupyter NotebookForks 0

wz-ml/AtomGPTSuggestions

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

★ 1JavaScriptForks 0