surdarla

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

YaLM-100B

Pretrained language model with 100B parameters

parti-pytorch

Implementation of Parti, Google's pure attention-based text-to-image neural network, in Pytorch

relabel_imagenet

vision

Datasets, Transforms and Models specific to Computer Vision

pre-commit

A framework for managing and maintaining multi-language pre-commit hooks.

kubernetes

Production-Grade Container Scheduling and Management

public-apis

A collective list of free APIs

pororo

PORORO: Platform Of neuRal mOdels for natuRal language prOcessing

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

xmanager

A platform for managing machine learning experiments

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

horovod

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

1day_1paper

read 1 paper everyday (only weekday)

gcsfs

Pythonic file-system interface for Google Cloud Storage

img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

DALLE-datasets

This is a summary of easily available datasets for generalized DALLE-pytorch training.

CogView

Text-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers".

CogVideo

Text-to-video generation. The repo for ICLR2023 paper "CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers"

ClipBERT

[CVPR 2021 Best Student Paper Honorable Mention, Oral] Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning on image-text and video-text tasks.

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

fairseq

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

CVPR2022-DaGAN

Official code for CVPR2022 paper: Depth-Aware Generative Adversarial Network for Talking Head Video Generation

Transformer-Explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

NYU-DLSP21

NYU Deep Learning Spring 2021

NYU-DLSP20

NYU Deep Learning Spring 2020

augmix

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

semi-supervised-pytorch

Implementations of various VAE-based semi-supervised and generative models in PyTorch