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PyTorch

PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, primarily developed by Facebook’s AI Research lab.

https://github.com/thudm/cogdl

CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)

gnn-model graph-classification graph-embedding graph-neural-networks leaderboard link-prediction node-classification pytorch

Last synced: 24 Sep 2024

https://github.com/THUDM/cogdl

CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)

gnn-model graph-classification graph-embedding graph-neural-networks leaderboard link-prediction node-classification pytorch

Last synced: 01 Aug 2024

https://github.com/THUDM/CogDL

CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)

gnn-model graph-classification graph-embedding graph-neural-networks leaderboard link-prediction node-classification pytorch

Last synced: 02 Aug 2024

https://github.com/wxinlong/solo

SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.

instance-segmentation object-detection pytorch solo solov2

Last synced: 24 Sep 2024

https://github.com/thudm/cogview

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

pretrained-models pytorch text-to-image transformers

Last synced: 24 Sep 2024

https://github.com/argusswift/yolov4-pytorch

This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO

attention cbam mobilenetv2 mobilenetv3 object-detection pytorch senet yolov4

Last synced: 24 Sep 2024

https://github.com/argusswift/YOLOv4-pytorch

This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO

attention cbam mobilenetv2 mobilenetv3 object-detection pytorch senet yolov4

Last synced: 02 Aug 2024

https://github.com/yxlllc/DDSP-SVC

Real-time end-to-end singing voice conversion system based on DDSP (Differentiable Digital Signal Processing)

pytorch

Last synced: 01 Aug 2024

https://github.com/davda54/sam

SAM: Sharpness-Aware Minimization (PyTorch)

optimizer pytorch sam sharpness-aware

Last synced: 02 Aug 2024

https://github.com/graph4ai/graph4nlp

Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.io/index.html) for various learning resources!

deep-learning graph-neural-networks machine-learning natural-language-processing nlp pytorch

Last synced: 25 Sep 2024

https://github.com/pytorch/tnt

A lightweight library for PyTorch training tools and utilities

deep-learning machine-learning neural-network python pytorch reinforcement-learning

Last synced: 24 Sep 2024

https://github.com/lightning-universe/lightning-bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

ai gan image-processing machine-learning natural-language-processing pytorch supervised-learning

Last synced: 25 Sep 2024

https://github.com/Lightning-Universe/lightning-bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

ai gan image-processing machine-learning natural-language-processing pytorch supervised-learning

Last synced: 01 Aug 2024

https://github.com/ymcui/Chinese-XLNet

Pre-Trained Chinese XLNet(中文XLNet预训练模型)

natural-language-processing nlp pytorch tensorflow xlnet

Last synced: 31 Jul 2024

https://github.com/vita-group/transgan

[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang

gan pytorch transformer transformer-encoder transformer-models

Last synced: 24 Sep 2024

https://github.com/hkchengrex/XMem

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

computer-vision deep-learning eccv-2022 eccv2022 pytorch segmentation video-object-segmentation video-segmentation

Last synced: 01 Aug 2024

https://github.com/VITA-Group/TransGAN

[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang

gan pytorch transformer transformer-encoder transformer-models

Last synced: 03 Aug 2024

https://github.com/nvlabs/pwc-net

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

caffe computer-vision cvpr2018 deeplearning optical-flow pwc-net pytorch

Last synced: 25 Sep 2024

https://github.com/vahidk/EffectivePyTorch

PyTorch tutorials and best practices.

deep-learning ebook machine-learning neural-network pytorch

Last synced: 31 Jul 2024

https://github.com/THUDM/CogView

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

pretrained-models pytorch text-to-image transformers

Last synced: 01 Aug 2024

https://github.com/swz30/Restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

cvpr2022 defocus-deblurring efficient-transformers high-resolution image-deblurring image-deraining image-restoration low-level-vision motion-deblurring pytorch transformer

Last synced: 31 Jul 2024

https://github.com/LoSealL/VideoSuperResolution

A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.

carn dbpn dncnn edsr frvsr ntire2019 pytorch rcan rdn srcnn srgan srmd super-resolution tensorflow vdsr vespcn vsr

Last synced: 31 Jul 2024

https://github.com/airaria/TextBrewer

A PyTorch-based knowledge distillation toolkit for natural language processing

bert distillation knowledge nlp pytorch

Last synced: 01 Aug 2024

https://github.com/rwightman/gen-efficientnet-pytorch

Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS

caffe2 efficientnet fbnet mnasnet mobilenetv3 onnx pretrained-models pytorch

Last synced: 24 Sep 2024

https://github.com/D-X-Y/AutoDL-Projects

Automated deep learning algorithms implemented in PyTorch.

autodl automl nas neural-architecture-search pytorch

Last synced: 02 Aug 2024

https://github.com/d-x-y/autodl-projects

Automated deep learning algorithms implemented in PyTorch.

autodl automl nas neural-architecture-search pytorch

Last synced: 25 Sep 2024

https://github.com/tsurumeso/vocal-remover

Vocal Remover using Deep Neural Networks

audio deep-learning pytorch segmentation spectrogram vocal-separation

Last synced: 25 Sep 2024

https://github.com/kan-bayashi/parallelwavegan

Unofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN & HiFi-GAN & StyleMelGAN) with Pytorch

hifigan melgan neural-vocoder parallel-wavenet pytorch realtime speech-synthesis style-melgan text-to-speech tts vocoder wavenet

Last synced: 24 Sep 2024

https://github.com/longcw/yolo2-pytorch

YOLOv2 in PyTorch

darknet detection pytorch yolo yolo2

Last synced: 24 Sep 2024

https://github.com/ssbuild/chatglm_finetuning

chatglm 6b finetuning and alpaca finetuning

adalora chatglm deep-learning freeze ia3 lora p-tuning-v2 pytorch qlora sft

Last synced: 25 Sep 2024

https://github.com/predibase/lorax

Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

fine-tuning gpt llama llm llm-inference llm-serving llmops lora model-serving pytorch transformers

Last synced: 24 Sep 2024

https://github.com/kan-bayashi/ParallelWaveGAN

Unofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN & HiFi-GAN & StyleMelGAN) with Pytorch

hifigan melgan neural-vocoder parallel-wavenet pytorch realtime speech-synthesis style-melgan text-to-speech tts vocoder wavenet

Last synced: 01 Aug 2024

https://github.com/els-rd/kernl

Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

cuda cuda-kernel pytorch transformer triton

Last synced: 24 Sep 2024

https://github.com/devnag/pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch

deep-learning gan gans machine-learning pytorch

Last synced: 30 Jul 2024

https://github.com/gpleiss/efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

deep-learning densenet pytorch

Last synced: 24 Sep 2024

https://github.com/openppl/ppq

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

caffe cuda deep-learning neural-network onnx open-source pytorch quantization

Last synced: 24 Sep 2024

https://github.com/sniklaus/3d-ken-burns

an implementation of 3D Ken Burns Effect from a Single Image using PyTorch

cuda cupy deep-learning python pytorch

Last synced: 24 Sep 2024

https://github.com/lufficc/ssd

High quality, fast, modular reference implementation of SSD in PyTorch

computer-vision deep-learning object-detection pytorch ssd

Last synced: 24 Sep 2024

https://github.com/eric-mingjie/rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

convolutional-neural-networks deep-learning network-pruning pytorch

Last synced: 24 Sep 2024

https://github.com/caogang/wgan-gp

A pytorch implementation of Paper "Improved Training of Wasserstein GANs"

pytorch wgan-gp

Last synced: 24 Sep 2024

https://github.com/google-research/big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

convolutional-neural-networks deep-learning imagenet jax pytorch tensorflow2 transfer-learning

Last synced: 24 Sep 2024

https://github.com/Eric-mingjie/rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

convolutional-neural-networks deep-learning network-pruning pytorch

Last synced: 02 Aug 2024

https://github.com/lufficc/SSD

High quality, fast, modular reference implementation of SSD in PyTorch

computer-vision deep-learning object-detection pytorch ssd

Last synced: 31 Jul 2024

https://github.com/huggingface/pytorch-openai-transformer-lm

🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

language-model neural-networks openai pytorch transformer

Last synced: 01 Aug 2024

https://github.com/tjwei/GANotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

cyclegan dcgan dragan infogan keras lasagne pix2pix pytorch tensorflow wgan wgan-gp

Last synced: 07 Aug 2024

https://github.com/tjwei/ganotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

cyclegan dcgan dragan infogan keras lasagne pix2pix pytorch tensorflow wgan wgan-gp

Last synced: 24 Sep 2024

https://github.com/xinntao/edvr

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.

basicsr edvr pytorch

Last synced: 24 Sep 2024

https://github.com/nvidia/transformerengine

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.

cuda deep-learning fp8 gpu jax machine-learning python pytorch

Last synced: 25 Sep 2024

https://github.com/ELS-RD/kernl

Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

cuda cuda-kernel pytorch transformer triton

Last synced: 02 Aug 2024

https://github.com/IBM/pytorch-seq2seq

An open source framework for seq2seq models in PyTorch.

deeplearning pytorch seq2seq

Last synced: 01 Aug 2024

https://github.com/xinntao/EDVR

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.

basicsr edvr pytorch

Last synced: 01 Aug 2024

https://github.com/OpenPPL/ppq

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

caffe cuda deep-learning neural-network onnx open-source pytorch quantization

Last synced: 31 Jul 2024

https://github.com/sgrvinod/Deep-Tutorials-for-PyTorch

In-depth tutorials for implementing deep learning models on your own with PyTorch.

deep-learning-tutorial learning-pytorch neural-network-tutorials pytorch pytorch-tutorial pytorch-tutorials

Last synced: 02 Aug 2024

https://github.com/junyanz/BicycleGAN

Toward Multimodal Image-to-Image Translation

deep-learning gans generative-adversarial-network pix2pix pytorch

Last synced: 03 Aug 2024

https://github.com/rusty1s/pytorch_scatter

PyTorch Extension Library of Optimized Scatter Operations

gather pytorch scatter segment

Last synced: 24 Sep 2024

https://github.com/swall0w/torchstat

Model analyzer in PyTorch

python pytorch

Last synced: 24 Sep 2024

https://github.com/V2AI/Det3D

World's first general purpose 3D object detection codebse.

3d-object-detection autonomous-driving deep-learning kitti nuscenes object-detection point-cloud pytorch

Last synced: 31 Jul 2024

https://github.com/v2ai/det3d

World's first general purpose 3D object detection codebse.

3d-object-detection autonomous-driving deep-learning kitti nuscenes object-detection point-cloud pytorch

Last synced: 25 Sep 2024

https://github.com/poodarchu/Det3D

World's first general purpose 3D object detection codebse.

3d-object-detection autonomous-driving deep-learning kitti nuscenes object-detection point-cloud pytorch

Last synced: 13 Aug 2024

https://github.com/erikwijmans/Pointnet2_PyTorch

PyTorch implementation of Pointnet2/Pointnet++

hydra point-cloud pointnet2 pytorch pytorch-lightning

Last synced: 31 Jul 2024

https://github.com/Tencent/TurboTransformers

a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

albert bert decoder gpt2 gpu huggingface-transformers inference machine-translation nlp pytorch roberta transformer

Last synced: 31 Jul 2024

https://github.com/nvidiagameworks/kaolin-wisp

NVIDIA Kaolin Wisp is a PyTorch library powered by NVIDIA Kaolin Core to work with neural fields (including NeRFs, NGLOD, instant-ngp and VQAD).

3d-deep-learning nerf neuralfields pytorch sdf

Last synced: 25 Sep 2024

https://github.com/Swall0w/torchstat

Model analyzer in PyTorch

python pytorch

Last synced: 01 Aug 2024

https://github.com/marcoslucianops/deepstream-yolo

NVIDIA DeepStream SDK 7.0 / 6.4 / 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 / 5.1 implementation for YOLO models

darknet deepstream nvidia nvidia-deepstream-sdk object-detection paddle paddlepaddle ppyoloe pytorch tensorrt ultralytics yolo yolor yolov3 yolov4 yolov5 yolov6 yolov7 yolov8 yolox

Last synced: 25 Sep 2024

https://github.com/szagoruyko/attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

attention deep-learning knowledge-distillation pytorch

Last synced: 25 Sep 2024

https://github.com/toandaominh1997/EfficientDet.Pytorch

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

coco computer-vision demo detection efficientdet-d0 efficientnet focalloss multibox nms object-detection pascal-voc pytorch

Last synced: 07 Aug 2024

https://github.com/NVIDIAGameWorks/kaolin-wisp

NVIDIA Kaolin Wisp is a PyTorch library powered by NVIDIA Kaolin Core to work with neural fields (including NeRFs, NGLOD, instant-ngp and VQAD).

3d-deep-learning nerf neuralfields pytorch sdf

Last synced: 03 Aug 2024

https://github.com/deepgraphlearning/torchdrug

A powerful and flexible machine learning platform for drug discovery

deep-learning drug-discovery graph-neural-networks pytorch

Last synced: 25 Sep 2024

https://github.com/filipradenovic/cnnimageretrieval-pytorch

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

cnn convolutional-neural-networks image-retrieval python pytorch

Last synced: 24 Sep 2024

https://github.com/keyu-tian/spark

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

bert cnn convnet convolutional-neural-networks deep-learning iclr iclr2023 instance-segmentation mae mask-rcnn masked-autoencoder masked-image-modeling object-detection pre-trained-model pretrain pretraining pytorch self-supervised-learning sparse-convolution ssl

Last synced: 24 Sep 2024