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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/xwying/torchshow

Visualize PyTorch tensors with a single line of code.

image-tensor notebook pytorch tensor visualization

Last synced: 05 Jan 2025

https://github.com/swz30/MIRNet

[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

attention-mechanism computer-vision eccv2020 image-denoising image-enhancement image-restoration low-level-vision multi-resolution-streams pytorch super-resolution

Last synced: 03 Nov 2024

https://github.com/iMoonLab/DeepHypergraph

A pytorch library for graph and hypergraph computation.

deep-learning graph-neural-networks hypergraph-neural-networks pytorch

Last synced: 28 Oct 2024

https://github.com/wvangansbeke/lanedetection_end2end

End-to-end Lane Detection for Self-Driving Cars (ICCV 2019 Workshop)

computer-vision deep-learning end-to-end lane-detection least-squares pytorch self-driving-cars

Last synced: 04 Jan 2025

https://github.com/demiseom/specaugment

A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain

data-augmentation python pytorch specaugment speech speech-recognition tensorflow

Last synced: 10 Jan 2025

https://github.com/fastai/fastai2

Temporary home for fastai v2 while it's being developed

data-science deep-learning fastai jupyter machine-learning nbdev python pytorch

Last synced: 27 Nov 2024

https://github.com/ymcui/MacBERT

Revisiting Pre-trained Models for Chinese Natural Language Processing (MacBERT)

bert language-model macbert nlp pytorch tensorflow transformers

Last synced: 16 Nov 2024

https://github.com/pytorch/torcharrow

High performance model preprocessing library on PyTorch

preprocessing python pytorch

Last synced: 07 Oct 2024

https://github.com/sgrvinod/a-pytorch-tutorial-to-super-resolution

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

gan gans generative-adversarial-network pytorch pytorch-tutorial srgan super-resolution

Last synced: 04 Jan 2025

https://github.com/project-monai/monailabel

MONAI Label is an intelligent open source image labeling and learning tool.

3d 3d-slicer-extension active-learning deep-learning machine-learning medical-imaging monai pytorch segmentation

Last synced: 10 Jan 2025

https://github.com/blackhc/tfpyth

Putting TensorFlow back in PyTorch, back in TensorFlow (differentiable TensorFlow PyTorch adapters).

machine-learning pytorch tensorflow

Last synced: 10 Jan 2025

https://github.com/maghoumi/pytorch-softdtw-cuda

Fast CUDA implementation of (differentiable) soft dynamic time warping for PyTorch

cuda deep-learning dynamic-time-warping pytorch soft-dtw

Last synced: 05 Jan 2025

https://github.com/wvangansbeke/LaneDetection_End2End

End-to-end Lane Detection for Self-Driving Cars (ICCV 2019 Workshop)

computer-vision deep-learning end-to-end lane-detection least-squares pytorch self-driving-cars

Last synced: 14 Nov 2024

https://github.com/lucasjinreal/dcnv2_latest

DCNv2 supports decent pytorch such as torch 1.5+ (now 1.8+)

centernet dcnv2 pytorch

Last synced: 04 Jan 2025

https://github.com/zkywsg/daily-deeplearning

🔥机器学习/深度学习/Python/大模型/多模态/LLM/deeplearning/Python/Algorithm interview/NLP Tutorial

cv deep-learning leetcode leetcode-python leetcode-solutions llm machine-learning nlp python pytorch pytorch-nlp pytorch-tutorial pytorch-tutorials tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 08 Jan 2025

https://github.com/DemisEom/SpecAugment

A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain

data-augmentation python pytorch specaugment speech speech-recognition tensorflow

Last synced: 27 Nov 2024

https://github.com/BlackHC/tfpyth

Putting TensorFlow back in PyTorch, back in TensorFlow (differentiable TensorFlow PyTorch adapters).

machine-learning pytorch tensorflow

Last synced: 28 Oct 2024

https://github.com/noclin/lightmirrors

LightMirrors is a lightweight mirror server with caching capabilities that currently supports DockerHub, K8S, PyPI, PyTorch, and NPM.

cache-proxy docker docker-compose dockerhub ghcr k8s mirror mirror-site mirrors npm nvcr pypi python pytorch quay reverse-proxy

Last synced: 04 Jan 2025

https://github.com/wanmeihuali/taichi_3d_gaussian_splatting

An unofficial implementation of paper 3D Gaussian Splatting for Real-Time Radiance Field Rendering by taichi lang.

3d-reconstruction 3d-rendering computer-graphics computer-vision machine-learning nerf python pytorch real-time-rendering taichi

Last synced: 07 Nov 2024

https://github.com/blacksamorez/tensor_parallel

Automatically split your PyTorch models on multiple GPUs for training & inference

deep-learning machine-learning natural-language-processing nlp python pytorch pytorch-transformers

Last synced: 04 Jan 2025

https://github.com/lcswillems/rl-starter-files

RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code

a2c a3c minigrid multi-process ppo preprocessed-observations pytorch reward-shaping

Last synced: 27 Nov 2024

https://github.com/seungwonpark/melgan

MelGAN vocoder (compatible with NVIDIA/tacotron2)

gan neural-vocoder pytorch tts

Last synced: 04 Jan 2025

https://github.com/monologg/JointBERT

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

bert intent-classification joint-bert pytorch slot-filling slu transformers

Last synced: 06 Nov 2024

https://github.com/mit-han-lab/pvcnn

[NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learning

frustum-pointnet frustum-pointnets kitti point-cloud point-voxel-cnn pointnet pointnet2 pvcnn pytorch s3dis shapenet

Last synced: 28 Oct 2024

https://github.com/DerrickXuNu/OpenCOOD

[ICRA 2022] An opensource framework for cooperative detection. Official implementation for OPV2V.

autonomous-driving collaborative-perception computer-vision deep-learning multi-agent-perception multi-agent-systems pytorch simulations

Last synced: 28 Oct 2024

https://github.com/SamsungLabs/ritm_interactive_segmentation

Reviving Iterative Training with Mask Guidance for Interactive Segmentation

hrnets interactive-segmentation pretrained-models pytorch segmentation

Last synced: 15 Nov 2024

https://github.com/yeyupiaoling/masr

Pytorch实现的流式与非流式的自动语音识别框架，同时兼容在线和离线识别，目前支持Conformer、Squeezeformer、DeepSpeech2模型，支持多种数据增强方法。

asr conformer deep-learning deepspeech pytorch speech speech-recognition speech-to-text squeezeformer

Last synced: 09 Jan 2025

https://github.com/songlab-cal/tape

Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.

benchmark dataset deep-learning language-modeling protein-sequences protein-structure pytorch semi-supervised-learning

Last synced: 07 Jan 2025

https://github.com/perone/euclidesdb

A multi-model machine learning feature embedding database

cpp database deep-learning machine-learning pytorch search

Last synced: 10 Jan 2025

https://github.com/YU1ut/MixMatch-pytorch

Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"

deep-learning pytorch semi-supervised-learning

Last synced: 15 Nov 2024

https://github.com/JackWoo0831/Yolov7-tracker

Yolo X, v7, v8 and several Multi-Object Tracker(SORT, DeepSORT, ByteTrack, BoT-SORT, etc.) in MOT17 and VisDrone2019 Dataset. It uses a unified style and integrated tracker for easy embedding in your own projects.

pytorch

Last synced: 28 Oct 2024

https://github.com/zhihu/zhilight

A highly optimized LLM inference acceleration engine for Llama and its variants.

cpm cuda gpt inference-engine llama llm llm-serving minicpm pytorch qwen

Last synced: 10 Jan 2025

https://github.com/BlackSamorez/tensor_parallel

Automatically split your PyTorch models on multiple GPUs for training & inference

deep-learning machine-learning natural-language-processing nlp python pytorch pytorch-transformers

Last synced: 29 Nov 2024

https://github.com/d-x-y/nas-bench-201

NAS-Bench-201 API and Instruction

automl dataset nas nas-bench-201 pytorch

Last synced: 08 Jan 2025

https://github.com/alibaba/Megatron-LLaMA

Best practice for training LLaMA models in Megatron-LM

deepspeed distributed-training llama llm megatron-lm pretraining pytorch

Last synced: 30 Oct 2024

https://github.com/araffin/robotics-rl-srl

S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics

arm baselines baxter-robot gym kuka pybullet pytorch reinforcement-learning representation-learning robotics state

Last synced: 06 Jan 2025

https://github.com/BobLiu20/YOLOv3_PyTorch

Full implementation of YOLOv3 in PyTorch

object-detection pytorch yolo yolov3

Last synced: 09 Nov 2024

https://github.com/yinboc/few-shot-meta-baseline

Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021

few-shot-learning machine-learning pytorch

Last synced: 04 Jan 2025

https://github.com/maum-ai/faceshifter

Unofficial PyTorch Implementation for FaceShifter (https://arxiv.org/abs/1912.13457)

face-swapping pytorch pytorch-lightning

Last synced: 04 Jan 2025

https://github.com/ternaus/robot-surgery-segmentation

Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge

computer-vision deep-learning image-segmentation medical-imaging python pytorch robot-assisted-surgery

Last synced: 06 Jan 2025

https://github.com/sunshineatnoon/Paper-Implementations

Use PyTorch to implement some classic frameworks

computer-vision deep-learning pytorch

Last synced: 27 Nov 2024

https://github.com/ashishpatel26/real-time-ml-project

A curated list of applied machine learning and data science notebooks and libraries across different industries.

application deep-learning deeplearning dl keras machine-learning machine-learning-algorithms machinelearning ml ml-application project pytorch real-time real-time-data rl tensorflow theano

Last synced: 08 Jan 2025

https://github.com/lucastabelini/LaneATT

Code for the paper entitled "Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection" (CVPR 2021)

computer-vision deep-learning lane-detection pytorch

Last synced: 28 Oct 2024

https://github.com/d2l-ai/d2l-vi

Một cuốn sách về Học Sâu đề cập đến nhiều framework phổ biến, được sử dụng trên 300 trường Đại học từ 55 đất nước bao gồm MIT, Stanford, Harvard, và Cambridge.

computer-vision d2l deep-learning kaggle keras machine-learning mlbvn mxnet python pytorch tensorflow vietnamese-language

Last synced: 04 Jan 2025

https://github.com/lucasjinreal/DCNv2_latest

DCNv2 supports decent pytorch such as torch 1.5+ (now 1.8+)

centernet dcnv2 pytorch

Last synced: 27 Oct 2024

https://github.com/chrischoy/FCGF

Fully Convolutional Geometric Features: Fast and accurate 3D features for registration and correspondence.

3d correspondence feature-extraction fully-convolutional minkowskiengine neural-network pytorch registration sparse-tensor

Last synced: 02 Nov 2024

https://github.com/sforaidl/kd_lib

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

algorithm-implementations benchmarking data-science deep-learning-library knowledge-distillation machine-learning model-compression pruning pytorch quantization

Last synced: 05 Jan 2025

https://github.com/OndrejTexler/Few-Shot-Patch-Based-Training

The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training

deep-learning gan generative-adversarial-network image-generation image-to-image-translation pytorch style-transfer

Last synced: 15 Nov 2024

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

Flexible components pairing 🤗 Transformers with :zap: Pytorch Lightning

hydra pytorch pytorch-lightning transformers

Last synced: 03 Nov 2024

https://github.com/alankbi/detecto

Build fully-functioning computer vision models with PyTorch

computer-vision faster-rcnn machine-learning object-detection python pytorch

Last synced: 25 Oct 2024

https://github.com/augmentedstartups/AS-One

Easy & Modular Computer Vision Detectors, Trackers & SAM - Run YOLOv9,v8,v7,v6,v5,R,X in under 10 lines of code.

computer-vision deep-learning object-detection opencv pytorch sam tracking ultralytics yolor yolov5 yolov7 yolov8 yolov9 yolox

Last synced: 09 Nov 2024

https://github.com/sooftware/kospeech

Open-Source Toolkit for End-to-End Korean Automatic Speech Recognition leveraging PyTorch and Hydra.

asr attention-is-all-you-need conformer e2e-asr end-to-end jasper korean-speech ksponspeech las las-models pytorch seq2seq speech-recognition transformer

Last synced: 08 Jan 2025

https://github.com/enot-autodl/onnx2torch

Convert ONNX models to PyTorch.

convert export onnx pytorch

Last synced: 09 Jan 2025

https://github.com/signatrix/efficientdet

(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH

coco-dataset deep-learning efficientdet efficientnet neural-network object-detection pytorch

Last synced: 27 Nov 2024

https://github.com/abeardear/pytorch-YOLO-v1

an experiment for yolo-v1, including training and testing.

experiment object-detection pytorch yolov1

Last synced: 09 Nov 2024

https://github.com/kwotsin/mimicry

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

cgan cvpr cvpr20 cvpr2020 dcgan gan gans generative-adversarial-networks generative-models infomax-gan machine-learning python pytorch reproducibility sngan sngan-projection ssgan wgan-gp

Last synced: 08 Jan 2025

https://github.com/he-y/filter-pruning-geometric-median

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)

model-compression pruning pytorch

Last synced: 04 Jan 2025

https://github.com/castorini/daam

Diffusion attentive attribution maps for interpreting Stable Diffusion.

diffusion explainable-ai generative-ai huggingface pytorch stable-diffusion

Last synced: 06 Jan 2025

https://github.com/jiahuiyu/wdsr_ntire2018

Code of our winning entry to NTIRE super-resolution challenge, CVPR 2018

deep-neural-networks efficient-algorithm pytorch super-resolution wdsr

Last synced: 05 Jan 2025

https://github.com/kevinzakka/pytorch-goodies

PyTorch Boilerplate For Research

pytorch segmentation

Last synced: 12 Nov 2024

https://github.com/JiahuiYu/wdsr_ntire2018

Code of our winning entry to NTIRE super-resolution challenge, CVPR 2018

deep-neural-networks efficient-algorithm pytorch super-resolution wdsr

Last synced: 26 Nov 2024

https://github.com/mkocabas/epipolarpose

Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)

3d-pose-estimation computer-vision cvpr cvpr-2019 cvpr19 cvpr2019 human-pose-estimation machine-learning pytorch self-supervised-learning

Last synced: 05 Jan 2025

https://github.com/mit-han-lab/lite-transformer

[ICLR 2020] Lite Transformer with Long-Short Range Attention

nlp pytorch transformer

Last synced: 16 Nov 2024

https://github.com/jozu-ai/kitops

An open source DevOps tool for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI artifact.

ai code datasets devops devops-tools gguf hacktoberfest kubernetes kubernetes-deployment ml mlops mlops-tools model-interpretability model-serving models opensource platform-engineering pytorch sklearn tensorflow

Last synced: 04 Jan 2025

https://github.com/aimagelab/mammoth

An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning

continual-learning dark-experience-replay deep-learning der experience-replay knowledge-distillation neurips2020 pytorch

Last synced: 10 Jan 2025

https://github.com/bowenc0221/panoptic-deeplab

This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)

bottom-up cityscapes cvpr2020 deeplab detectron2 instance-segmentation panoptic-segmentation pytorch semantic-segmentation sementation

Last synced: 04 Jan 2025

https://github.com/mikoto10032/automaticweightedloss

Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning

auxiliary-tasks deep-learning multi-task multi-task-learning pytorch weigh-losses

Last synced: 05 Jan 2025

https://github.com/pyg-team/pytorch-frame

Tabular Deep Learning Library for PyTorch

data-frame deep-learning pytorch tabular-learning

Last synced: 10 Jan 2025

https://github.com/Malllabiisc/CompGCN

ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks

deep-learning graph-convolutional-networks graph-representation-learning iclr2020 link-prediction pytorch relation-embeddings

Last synced: 28 Nov 2024

https://github.com/castorini/hedwig

PyTorch deep learning models for document classification

deep-learning document-classification pytorch

Last synced: 06 Nov 2024

https://github.com/fxia22/stn.pytorch

pytorch version of spatial transformer networks

pytorch stn

Last synced: 05 Jan 2025

https://github.com/AviSoori1x/makeMoE

From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)

deep-learning large-language-models llm mixture-of-experts neural-networks pytorch pytorch-implementation

Last synced: 05 Nov 2024

https://github.com/timbmg/sentence-vae

PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

deep-learning generative-model neural-network nlp ptb pytorch vae

Last synced: 10 Jan 2025

PyTorch Awesome Lists
Awesome-pytorch-list 704 awesome-semantic-segmentation-pytorch 35 Awesome-pytorch-list-CNVersion 692 awesome-colab-notebooks 554 CV-pretrained-model 103 awesome-AutoML-and-Lightweight-Models 150 openstl 43 Awesome-Denoise 164 ai4artists 286 arctic 34 awesome-cuda-triton-hpc 541 awesome-yolov8-models 43 awesome-python-machine-learning-resources 1,884 awesome-adaptive-computation 173 awesome-NILM-with-code 49 awesome-dotnet-machine-learning 134 awesome-Multi-Document-Summarization 56 PyTorch-Guide 616 awesome-mojo-max-mlir 181 awesome-fastai 42 awesome-llm 167 awesome-ai-tools 539 free-pytorch-resources 72 awesome-dl-development 91
PyTorch Categories
Blogs 523 Uncategorized 345 Frameworks 295 文本数据和NLP 263 Pytorch & related libraries 253 Pytorch & related libraries｜Pytorch & 相关库 241 Research 198 Tutorials 192 数据可视化 180 机器学习框架 173 图像数据与CV 147 Blogposts :sparkle: 141 超参数优化和AutoML 136 1.) Neural Architecture Search 133 Learning Resources 116 工作流程和实验跟踪 114 Tutorials, books, & examples 108 模型的可解释性 106 Tutorials & books & examples｜教程 & 书籍 & 示例 106 Learning 99