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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/webdataset/webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

data-augmentation deep-learning pytorch webdataset webdataset-format

Last synced: 25 Sep 2024

https://github.com/learning-at-home/hivemind

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

asynchronous-programming asyncio deep-learning dht distributed-systems distributed-training hivemind machine-learning mixture-of-experts neural-networks pytorch volunteer-computing

Last synced: 24 Sep 2024

https://github.com/Lightning-AI/torchmetrics

Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 31 Jul 2024

https://github.com/lightning-ai/torchmetrics

Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 24 Sep 2024

https://github.com/megvii-research/NAFNet

The state-of-the-art image restoration model without nonlinear activation functions.

deblur denoise eccv2022 image-deblurring image-denoising image-restoration low-level-vision pytorch stereo-super-resolution

Last synced: 07 Aug 2024

https://github.com/azavea/raster-vision

An open source library and framework for deep learning on satellite and aerial imagery.

classification computer-vision deep-learning geospatial machine-learning object-detection pytorch remote-sensing semantic-segmentation

Last synced: 24 Sep 2024

https://github.com/wongkinyiu/yolor

implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)

darknet explicit implicit pytorch representation scaled-yolov4 unified-network yolo yolor yolov4 yolov4-csp

Last synced: 24 Sep 2024

https://github.com/dmMaze/BallonsTranslator

深度学习辅助漫画翻译工具, 支持一键机翻和简单的图像/文本编辑 | Yet another computer-aided comic/manga translation tool powered by deeplearning

anime auto-translation chinese-translation comics computer-aided-translation computer-vision deep-learning inpainting manga ocr pyqt pyqt6 pytorch qt qt6 scene-text-detection

Last synced: 01 Aug 2024

https://github.com/frgfm/torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

activation-maps class-activation-map cnn deep-learning grad-cam gradcam gradcam-plus-plus interpretability interpretable-deep-learning python pytorch saliency-map score-cam smoothgrad

Last synced: 24 Sep 2024

https://github.com/dlr-rm/rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

deep-reinforcement-learning gym hyperparameter-optimization hyperparameter-search hyperparameter-tuning lab openai optimization pybullet pybullet-environments pytorch reinforcement-learning rl robotics sde stable-baselines tuning-hyperparameters

Last synced: 25 Sep 2024

https://github.com/delip/pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

deep-learning deep-neural-networks natural-language-processing neural-machine-translation neural-networks nlp pytorch pytorch-nlp pytorch-tutorial

Last synced: 24 Sep 2024

https://github.com/WongKinYiu/yolor

implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)

darknet explicit implicit pytorch representation scaled-yolov4 unified-network yolo yolor yolov4 yolov4-csp

Last synced: 30 Jul 2024

https://github.com/tristandeleu/pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

few-shot-learning meta-learning pytorch

Last synced: 24 Sep 2024

https://github.com/HypoX64/DeepMosaics

Automatically remove the mosaics in images and videos, or add mosaics to them.

computer-vision deep-learning mosaic pytorch video-inpainting

Last synced: 01 Aug 2024

https://github.com/r9y9/deepvoice3_pytorch

PyTorch implementation of convolutional neural networks-based text-to-speech synthesis models

end-to-end machine-learning multi-speaker python pytorch speech-processing speech-synthesis tts

Last synced: 24 Sep 2024

https://github.com/shibing624/python-tutorial

Python实用教程,包括:Python基础,Python高级特性,面向对象编程,多线程,数据库,数据科学,Flask,爬虫开发教程。

numpy pandas python python-tutorial pytorch scikit-learn scipy

Last synced: 24 Sep 2024

https://github.com/delip/PyTorchNLPBook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

deep-learning deep-neural-networks natural-language-processing neural-machine-translation neural-networks nlp pytorch pytorch-nlp pytorch-tutorial

Last synced: 03 Sep 2024

https://github.com/salesforce/awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

language-model lstm pytorch qrnn sgd

Last synced: 05 Aug 2024

https://github.com/deepcam-cn/yolov5-face

YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)

arcface blazeface pytorch retinaface scrfd shufflenet tensorrt tinaface yolo yolov5 yolov7

Last synced: 24 Sep 2024

https://github.com/cure-lab/ltsf-linear

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

aaai aaai2023 deep-learning forecasting forecasting-model linear-models pytorch time-series time-series-forecasting time-series-prediction

Last synced: 24 Sep 2024

https://github.com/Hzzone/pytorch-openpose

pytorch implementation of openpose including Hand and Body Pose Estimation.

openpose pose-estimation pytorch

Last synced: 01 Aug 2024

https://github.com/jalammar/ecco

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

explorables language-models natural-language-processing nlp pytorch visualization

Last synced: 25 Sep 2024

https://github.com/albertpumarola/GANimation

GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]

deep-learning eccv-2018 face-manipulation facial-expressions gan ganimation generative-adversarial-network pytorch

Last synced: 03 Aug 2024

https://github.com/rguthrie3/deeplearningfornlpinpytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

deep-learning lstm neural-network nlp pytorch tutorial

Last synced: 24 Sep 2024

https://github.com/DLR-RM/rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

deep-reinforcement-learning gym hyperparameter-optimization hyperparameter-search hyperparameter-tuning lab openai optimization pybullet pybullet-environments pytorch reinforcement-learning rl robotics sde stable-baselines tuning-hyperparameters

Last synced: 02 Aug 2024

https://github.com/rguthrie3/DeepLearningForNLPInPytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

deep-learning lstm neural-network nlp pytorch tutorial

Last synced: 01 Aug 2024

https://github.com/IDEA-Research/detrex

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

anchor-detr conditional-detr dab-detr deformable-detr deta detr dino dn-detr group-detr h-detr mask-dino object-detection pose-estimation pytorch segmentation state-of-the-art

Last synced: 31 Jul 2024

https://github.com/igorsusmelj/pytorch-styleguide

An unofficial styleguide and best practices summary for PyTorch

best-practices pytorch styleguide

Last synced: 24 Sep 2024

https://github.com/jiesutd/NCRFpp

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

artificial-intelligence char-cnn char-rnn chunking cnn crf lstm lstm-crf named-entity-recognition natural-language-processing nbest ner neural-networks part-of-speech-tagger pytorch sequence-labeling

Last synced: 01 Aug 2024

https://github.com/po-hsun-su/pytorch-ssim

pytorch structural similarity (SSIM) loss

image-analysis image-processing pytorch

Last synced: 25 Sep 2024

https://github.com/labmlai/labml

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

analytics deep-learning experiment fastai keras keras-tensorflow machine-learning mobile pytorch pytorch-lightning tensorboard tensorflow tensorflow2 visualization

Last synced: 24 Sep 2024

https://github.com/rlworkgroup/garage

A toolkit for reproducible reinforcement learning research.

pytorch reproducibility rl-algorithms tensorflow

Last synced: 24 Sep 2024

https://github.com/ncullen93/torchsample

Train AI models efficiently on medical images using any framework

deep-learning keras medical-imaging neuroimaging pytorch

Last synced: 28 Aug 2024

https://github.com/nitrain/nitrain

Train AI models efficiently on medical images using any framework

deep-learning keras medical-imaging neuroimaging pytorch

Last synced: 24 Sep 2024

https://github.com/nobody132/masr

中文语音识别; Mandarin Automatic Speech Recognition;

chinese-speech-recognition mandarin-chinese pytorch speech-recognition

Last synced: 24 Sep 2024

https://github.com/bigmb/unet-segmentation-pytorch-nest-of-unets

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

imagesegmentation python3 pytorch segmentation tensorvision torch torchvision unet

Last synced: 24 Sep 2024

https://github.com/open-mmlab/mmgeneration

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

diffusion-models gan generative generative-adversarial-network mmcv openmmlab pytorch

Last synced: 02 Aug 2024

https://github.com/microsoft/deepspeed-mii

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

deep-learning inference pytorch

Last synced: 24 Sep 2024

https://github.com/curt-park/rainbow-is-all-you-need

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

colab-notebook dqn gym-environment nbviewer pytorch rainbow reinforcement-learning

Last synced: 24 Sep 2024

https://github.com/adobe-research/custom-diffusion

Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)

computer-vision customization diffusion-models few-shot fine-tuning pytorch text-to-image-generation

Last synced: 24 Sep 2024

https://github.com/IgorSusmelj/pytorch-styleguide

An unofficial styleguide and best practices summary for PyTorch

best-practices pytorch styleguide

Last synced: 02 Aug 2024

https://github.com/open-mmlab/mmrotate

OpenMMLab Rotated Object Detection Toolbox and Benchmark

detection openmmlab pytorch rotated-object

Last synced: 25 Sep 2024

https://github.com/jik876/hifi-gan

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

deep-learning gan hifi-gan pytorch speech-synthesis text-to-speech tts vocoder

Last synced: 25 Sep 2024

https://github.com/Harry24k/adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks [torchattacks].

adversarial-attacks deep-learning pytorch

Last synced: 31 Jul 2024

https://github.com/microsoft/DeepSpeed-MII

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

deep-learning inference pytorch

Last synced: 31 Jul 2024

https://github.com/waleedka/hiddenlayer

Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.

deeplearning keras pytorch tensorboard tensorflow visualization

Last synced: 24 Sep 2024

https://github.com/haitongli/knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

cifar10 computer-vision dark-knowledge deep-neural-networks knowledge-distillation model-compression pytorch

Last synced: 24 Sep 2024

https://github.com/Curt-Park/rainbow-is-all-you-need

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

colab-notebook dqn gym-environment nbviewer pytorch rainbow reinforcement-learning

Last synced: 31 Jul 2024

https://github.com/uber/petastorm

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

deep-learning machine-learning parquet parquet-files pyarrow pyspark pytorch sysml tensorflow

Last synced: 24 Sep 2024

https://github.com/csailvision/gandissect

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

deep-learning gan generative-adversarial-network image-manipulation interactive-visualizations interpretable-ml pytorch

Last synced: 25 Sep 2024

https://github.com/CSAILVision/gandissect

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

deep-learning gan generative-adversarial-network image-manipulation interactive-visualizations interpretable-ml pytorch

Last synced: 02 Aug 2024

https://github.com/continualai/avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

benchmarks continual-learning continualai deep-learning evaluation framework library lifelong-learning metrics pytorch strategies training

Last synced: 25 Sep 2024

https://github.com/pytorch/torchrec

Pytorch domain library for recommendation systems

cuda deep-learning gpu pytorch recommendation-system recommender-system sharding

Last synced: 24 Sep 2024

https://github.com/thu-coai/CDial-GPT

A Large-scale Chinese Short-Text Conversation Dataset and Chinese pre-training dialog models

dialogue gpt gpt-2 lccc pytorch text-generation

Last synced: 03 Aug 2024

https://github.com/huggingface/transfer-learning-conv-ai

🦄 State-of-the-Art Conversational AI with Transfer Learning

chatbots deep-learning dialog gpt gpt-2 neural-networks nlp pytorch transfer-learning

Last synced: 24 Sep 2024

https://github.com/wkentaro/pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

computer-vision convolutional-networks deep-learning fcn fcn8s pytorch semantic-segmentation

Last synced: 01 Aug 2024

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

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

classification deep-learning fiftyone icevision machine-learning object-detection open3d pytorch pytorch-lightning pytorch-video tabular-data tasks-flash torch-geometric

Last synced: 02 Aug 2024

https://github.com/shunsukesaito/PIFu

This repository contains the code for the paper "PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization"

3d-printing 3d-reconstruction arvr computer-graphics fashion geometry-processing human iccv2019 pifu pytorch

Last synced: 01 Aug 2024

https://github.com/shunsukesaito/pifu

This repository contains the code for the paper "PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization"

3d-printing 3d-reconstruction arvr computer-graphics fashion geometry-processing human iccv2019 pifu pytorch

Last synced: 24 Sep 2024

https://github.com/apachecn/.github

ApacheCN 开源组织:公告、介绍、成员、活动、交流方式

dl ml python pytorch solidity spark

Last synced: 24 Sep 2024

https://shunsukesaito.github.io/PIFu/

This repository contains the code for the paper "PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization"

3d-printing 3d-reconstruction arvr computer-graphics fashion geometry-processing human iccv2019 pifu pytorch

Last synced: 03 Aug 2024

https://github.com/gram-ai/capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

capsule-networks machine-learning mnist pytorch

Last synced: 24 Sep 2024

https://github.com/svip-lab/impersonator

PyTorch implementation of our ICCV 2019 paper: Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis

gan pose pytorch

Last synced: 24 Sep 2024

https://github.com/deepset-ai/farm

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

bert deep-learning germanbert language-models ner nlp nlp-framework nlp-library pretrained-models pytorch question-answering roberta transfer-learning xlnet-pytorch

Last synced: 25 Sep 2024

https://github.com/deepset-ai/FARM

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

bert deep-learning germanbert language-models ner nlp nlp-framework nlp-library pretrained-models pytorch question-answering roberta transfer-learning xlnet-pytorch

Last synced: 01 Aug 2024

https://github.com/ContinualAI/avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

benchmarks continual-learning continualai deep-learning evaluation framework library lifelong-learning metrics pytorch strategies training

Last synced: 02 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: 24 Sep 2024