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3d-resnets-pytorch

3D ResNets for Action Recognition (CVPR 2018)

advertorch

A Toolbox for Adversarial Robustness Research

albumentations

Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

audio

Data manipulation and transformation for audio signal processing, powered by PyTorch

catalyst

Accelerated DL R&D

cvxpylayers

Differentiable convex optimization layers

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

deep-learning-wizard

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.

deepspeech.pytorch

Speech Recognition using DeepSpeech2.

deepvideoanalytics

A distributed visual search and visual data analytics platform.

densenas

Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)

deoldify

A Deep Learning based project for colorizing and restoring old images (and video!)

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

diffdist

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

dlvcnptel

Tutorials for DLVC NPTEL MOOC

drbayes

Code Repo for "Subspace Inference for Bayesian Deep Learning"

drq

DrQ: Data regularized Q

e2e-model-learning

Task-based end-to-end model learning in stochastic optimization

egg

EGG: Emergence of lanGuage in Games

enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

examples

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

facenet-pytorch

Pretrained Pytorch face detection (MTCNN) and recognition (InceptionResnet) models

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

geoopt

Riemannian Adaptive Optimization Methods with pytorch optim

graph-u-nets

Pytorch implementation of Graph U-Nets (ICML19)

graphwaveletneuralnetwork

A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

group_dro

Distributionally robust neural networks for group shifts

hecktor