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acgan

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

art-dcgan

benchmark

bitcoin-and-generalization

bitcoin-predictor

several failed methods of bitcoin prediction followed by one successful one. (online SGD prediction)

convolutional-image-classifier

uses a convnet to classify CIFAR-10 (32x32 color images)

credit_card_tabformer

cs224u

Code for Stanford CS224u

debug_mag_pyg

deeplearningexamples

Deep Learning Examples

deepnet-visualization

A repository containing Fast Nueral Style, saliency map, adversarial image fooling, and pre-trained convnet class score maximization. Also contains MS COCO captioning.

dumpster

fusionmicrobenchmarks

gamora

Gamora: Graph Learning based Symbolic Reasoning for Large-Scale Boolean Networks (DAC'23)

gnmt

homework_fall2019

lunadebugging

maskrcnn

maskrcnn2

megatron-examples

minimal end-to-end toys using Megatron-LM

megatron-lm

Ongoing research training transformer language models at scale, including: BERT & GPT-2

mlperf-training

Reference implementations of MLPerf™ training benchmarks

mnist-autoencoder

mytorch

nlp-language-modeling

Transformer and LSTM based language modeling for various down stream tasks including new summarization

ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

pyg-lib

Low-Level Graph Neural Network Operators for PyG

pyg_nvfuser_work

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration