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Allen Guo's Projects

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

halide icon halide

a language for fast, portable data-parallel computation

helib icon helib

HElib is an open-source software library that implements homomorphic encryption. It supports the BGV scheme with bootstrapping and the Approximate Number CKKS scheme. HElib also includes optimizations for efficient homomorphic evaluation, focusing on effective use of ciphertext packing techniques and on the Gentry-Halevi-Smart optimizations.

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

ipu_examples icon ipu_examples

Example code and applications for machine learning on Graphcore IPUs

ipu_tutorials icon ipu_tutorials

Training material for IPU users: tutorials, feature examples, simple applications

jax icon jax

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

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

llvm-project icon llvm-project

The LLVM Project is a collection of modular and reusable compiler and toolchain technologies. Note: the repository does not accept github pull requests at this moment. Please submit your patches at http://reviews.llvm.org.

manim icon manim

Animation engine for explanatory math videos

minigo icon minigo

An open-source implementation of the AlphaGoZero algorithm

ml-design-docs-fork icon ml-design-docs-fork

πŸ“„ Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)

models-fork icon models-fork

A collection of pre-trained, state-of-the-art models in the ONNX format

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