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Sang Choe's Projects

adaptdl icon adaptdl

Resource-adaptive cluster scheduler for deep learning training.

autodist icon autodist

Simple Distributed Deep Learning on TensorFlow

darts icon darts

Differentiable architecture search for convolutional and recurrent networks

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

gbml icon gbml

A collection of Gradient-Based Meta-Learning Algorithms with pytorch

higher icon higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

micrograd icon micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

ncf icon ncf

A pytorch implementation of He et al. "Neural Collaborative Filtering" at WWW'17

pytorch-meta icon pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

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