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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-gradual-warmup-lr

Gradually-Warmup Learning Rate Scheduler for PyTorch

mmdetection

OpenMMLab Detection Toolbox and Benchmark

PyTorch-NLP

Basic Utilities for PyTorch Natural Language Processing (NLP)

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

vqa-project

Code for our paper: Learning Conditioned Graph Structures for Interpretable Visual Question Answering

pytorch_geometric

Graph Neural Network Library for PyTorch

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

google-research

Google Research

DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

gitignore

A collection of useful .gitignore templates

pytorch-template

PyTorch deep learning projects made easy.

PyVideoResearch

A repository of common methods, datasets, and tasks for video research

block.bootstrap.pytorch

BLOCK (AAAI 2019), with a multimodal fusion library for deep learning models

pytorch-seq2seq

An open source framework for seq2seq models in PyTorch.

PySnooper

Never use print for debugging again

imgaug

Image augmentation for machine learning experiments.

awesome-zero-shot-learning

A curated list of papers, code and resources pertaining to zero shot learning

pytorch-styleguide

An unofficial styleguide and best practices summary for PyTorch

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

video-question-answering

Video Question Answering via Gradually Refined Attention over Appearance and Motion

awesome-visual-question-answering

A curated list of Visual Question Answering(VQA)(Image/Video Question Answering),Visual Question Generation ,Visual Dialog ,Visual Commonsense Reasoning and related area.

activitynet-qa

An VideoQA dataset based on the videos from ActivityNet

MFN

[AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning

tjumm.github.io

Awesome-Graph-Neural-Networks

Paper Lists for Graph Neural Networks

actor-observer

ActorObserverNet code in PyTorch from "Actor and Observer: Joint Modeling of First and Third-Person Videos", CVPR 2018

tgif-qa

Repository for our CVPR 2017 and IJCV: TGIF-QA

HME-VideoQA

Heterogeneous Memory Enhanced Multimodal Attention Model for VideoQA

mmaction

An open-source toolbox for action understanding based on PyTorch