Horace He's repositories

OpenReviewExplorer

Explore OpenReview papers for ICLR (with citation counts, acceptance status, and ratings)!

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CS344_2021

Udacity CS344 Introduction to Parallell Programming (https://classroom.udacity.com/courses/cs344), with assignments/materials updated to build in 2021

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MovieRankings

Movies that people living in 110D Dryden Road have watched since the beginning of the 2018-2019 school year

pytorch-vs-tensorflow

Tracking Pytorch vs Tensorflow adoption metrics.

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llm.c

LLM training in simple, raw C/CUDA

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lit-llama

Simple (fast) transformer inference in PyTorch with torch.compile + lit-llama code

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pytorch_aws_helper

Some utility functions to help make working on scratch space easier

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willmypaperbeaccepted

A website for predicting whether your paper (rated from 1-10) will be accepted, based off of the reviews :) Primarily intended for NeurIPS, but trained with data from ICLR.

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vscode-linguine

A simple VSCode extension for Linguine

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bookmarklets

Some bookmarklets I find useful

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chillee.github.io

My Personal Site

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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ghstack

Submit stacked diffs to GitHub on the command line

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jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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attention-gym

Helpful tools and examples for working with flex-attention

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beanmachine

A library that allows for inference on probabilistic models

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diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

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Flip4

An implementation of Flip4

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kactl

KTH ACM Contest Template Library (... eller KTHs AC-tillverkande lapp)

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PyRival

⚡ Competitive Programming Library

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torchrec

Pytorch domain library for recommendation systems

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triton

Development repository for the Triton language and compiler

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tutorials

PyTorch tutorials.

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