Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

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/alexandre01/deepsvg

[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.

autoencoder deep-learning deep-svg library machine-learning python pytorch sketch-rnn sketches svg svg-animations svg-vae transformer

Last synced: 02 Aug 2024

https://github.com/NVIDIA/retinanet-examples

Fast and accurate object detection with end-to-end GPU optimization

deep-learning neural-network object-detection python pytorch retinanet tensorrt

Last synced: 07 Aug 2024

https://github.com/jacobgil/pytorch-pruning

PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference

deep-learning pruning pytorch

Last synced: 01 Aug 2024

https://github.com/WenjieDu/PyPOTS

A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation, classification, clustering, forecasting, & anomaly detection on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values

classification clustering data-mining data-science deep-learning forecasting healthcare imputation incomplete industrial interpolation machine-learning missing-values missingness neural-network partially-observed-time-series pytorch science-research time-series time-series-analysis

Last synced: 01 Aug 2024

https://github.com/THUDM/SwissArmyTransformer

SwissArmyTransformer is a flexible and powerful library to develop your own Transformer variants.

pretrained-models pytorch transformer

Last synced: 01 Aug 2024

https://github.com/moemen95/Pytorch-Project-Template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

condense-net dcgan deep-learning dqn erfnet machine-learning pytorch pytorch-project-template pytorch-template pytorch-tutorial scemantic semantic-segmentation-models

Last synced: 03 Aug 2024

https://github.com/switchablenorms/Switchable-Normalization

Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779

convolutional-neural-networks deeplearning imagenet normalization pytorch

Last synced: 02 Aug 2024

https://github.com/moemen95/PyTorch-Project-Template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

condense-net dcgan deep-learning dqn erfnet machine-learning pytorch pytorch-project-template pytorch-template pytorch-tutorial scemantic semantic-segmentation-models

Last synced: 01 Aug 2024

https://github.com/VikParuchuri/zero_to_gpt

Go from no deep learning knowledge to implementing GPT.

deep-learning python pytorch tutorial

Last synced: 01 Aug 2024

https://github.com/explosion/curated-transformers

🤖 A PyTorch library of curated Transformer models and their composable components

albert bert camembert dolly2 falcon gptneox llama llm llms nlp pytorch roberta transformer transformers xlm-roberta

Last synced: 02 Aug 2024

https://github.com/ZhiqingXiao/rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

deep-reinforcement-learning gym openai-gym python pytorch reinforcement-learning tensorflow tensorflow2

Last synced: 01 Aug 2024

https://github.com/lonePatient/Bert-Multi-Label-Text-Classification

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

albert bert fine-tuning multi-label-classification nlp pytorch pytorch-implmention text-classification transformers xlnet

Last synced: 04 Aug 2024

https://github.com/philipperemy/n-beats

Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

deep-learning neural-networks pytorch series-forecasting

Last synced: 03 Aug 2024

https://github.com/vahidk/tfrecord

Standalone TFRecord reader/writer with PyTorch data loaders

dataset loader pytorch tensorflow tfrecord

Last synced: 03 Aug 2024

https://github.com/airctic/icevision

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

ai annotation-parsers coco-dataset coco-parser computer-vision deep-learning effecientdet fastai faster-rcnn mask-rcnn object-detection pycocotools python pytorch pytorch-lightning tutorials voc-dataset voc-parser

Last synced: 03 Aug 2024

https://github.com/wasidennis/AdaptSegNet

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

adversarial-learning computer-vision deep-learning domain-adaptation generative-adversarial-network pytorch semantic-segmentation

Last synced: 05 Aug 2024

https://github.com/NVIDIA/modulus

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

deep-learning machine-learning nvidia-gpu physics pytorch

Last synced: 31 Jul 2024

https://github.com/zisianw/FaceBoxes.PyTorch

A PyTorch Implementation of FaceBoxes

face-detection faceboxes pytorch

Last synced: 31 Jul 2024

https://github.com/easezyc/deep-transfer-learning

A collection of implementations of deep domain adaptation algorithms

deep-transfer-learning domain-adaptation pytorch transfer-learning

Last synced: 02 Aug 2024

https://github.com/pnnl/neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

constrained-optimization control-systems deep-learning differentiable-control differentiable-optimization differentiable-programming dynamical-systems nonlinear-dynamics nonlinear-optimization physics-informed-ml pytorch

Last synced: 01 Aug 2024

https://github.com/RL-VIG/LibFewShot

LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.

few-shot-learning fine-tuning image-classification meta-learning pytorch

Last synced: 03 Aug 2024

https://github.com/allegro/allRank

allRank is a framework for training learning-to-rank neural models based on PyTorch.

click-model deep-learning information-retrieval learning-to-rank machine-learning ndcg python pytorch ranking transformer

Last synced: 02 Aug 2024

https://github.com/baal-org/baal

Bayesian active learning library for research and industrial usecases.

active-learning ai bayesian-active-learning deep-learning machine-learning python pytorch

Last synced: 03 Aug 2024

https://github.com/BUPT-GAMMA/OpenHGNN

This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.

dgl graph-neural-networks heterogeneous pytorch

Last synced: 08 Aug 2024

https://github.com/voldemortX/pytorch-auto-drive

PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help

apex cityscapes culane deeplab erfnet fcn gtav lane-detection lstr mobilenet onnx pascal-voc pytorch resa scnn semantic-segmentation tensorboard tensorrt tusimple

Last synced: 31 Jul 2024

https://github.com/pytorch/translate

Translate - a PyTorch Language Library

artificial-intelligence machine-learning onnx pytorch

Last synced: 01 Aug 2024

https://github.com/bamos/densenet.pytorch

A PyTorch implementation of DenseNet.

deep-learning densenet pytorch

Last synced: 31 Jul 2024

https://github.com/nashory/pggan-pytorch

:fire::fire: PyTorch implementation of "Progressive growing of GANs (PGGAN)" :fire::fire:

celeba-hq-dataset gan generative-adversarial-network progressive-gan progressively-growing-gan pytorch tensorboard

Last synced: 01 Aug 2024

https://github.com/RedisAI/RedisAI

A Redis module for serving tensors and executing deep learning graphs

machine-learning onnxruntime pytorch redisai serving-tensors tensorflow

Last synced: 31 Jul 2024

https://github.com/diegoalejogm/gans

Generative Adversarial Networks implemented in PyTorch and Tensorflow

cyclegan dcgans gans gans-collections paper-implementations pytorch tensorflow

Last synced: 07 Aug 2024

https://github.com/geoopt/geoopt

Riemannian Adaptive Optimization Methods with pytorch optim

optimization pytorch riemannian-geometry riemannian-manifold riemannian-optimization

Last synced: 31 Jul 2024

https://github.com/MontaEllis/Pytorch-Medical-Segmentation

This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.

medical-image-processing pytorch segmentation torchio

Last synced: 07 Aug 2024

https://github.com/wujiyang/Face_Pytorch

face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on

arcface cosface face-recognition pytorch sphereface

Last synced: 31 Jul 2024

https://github.com/Replicable-MARL/MARLlib

One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

deep-reinforcement-learning multi-agent-reinforcement-learning pytorch ray rllib

Last synced: 31 Jul 2024

https://github.com/kimhc6028/relational-networks

Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)

deep-learning pytorch relational-networks

Last synced: 01 Aug 2024

https://github.com/MinZHANG-WHU/Change-Detection-Review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

artificial-intelligence caffe change-detection code deep-learning keras machine-learning matlab open-datasets python pytorch remote-sensing review sar streetview tensorflow unsupervised-learning

Last synced: 01 Aug 2024

https://github.com/agrimgupta92/sgan

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

deep-learning generative-adversarial-network human-trajectory-prediction pytorch social-navigation trajectory-prediction

Last synced: 02 Aug 2024

https://github.com/dvgodoy/PyTorchStepByStep

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

cnn-pytorch deep-learning python pytorch pytorch-tutorial rnn-pytorch

Last synced: 31 Jul 2024

https://github.com/megvii-research/IJCAI2023-CoNR

IJCAI2023 - Collaborative Neural Rendering using Anime Character Sheets

anime computer-graphics computer-vision deep-learning pytorch

Last synced: 01 Aug 2024

https://github.com/996refuse/zheye

者也 - 知乎 倒立的文字 汉字验证码识别程序

gmm neural-network python pytorch zhihu

Last synced: 03 Aug 2024

https://github.com/xxxnell/how-do-vits-work

(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"

loss-landscape pytorch self-attention transformer vision-transformer

Last synced: 03 Aug 2024

https://github.com/kazuto1011/grad-cam-pytorch

PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)

deconvnet grad-cam guided-backpropagation occlusion-sensitivity pytorch visualization

Last synced: 03 Aug 2024

https://github.com/alibaba/BladeDISC

BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.

compiler deep-learning inference-optimization machine-learning mlir neural-network pytorch tensorflow

Last synced: 31 Jul 2024

https://github.com/torrvision/crayon

A language-agnostic interface to TensorBoard

crayon data-visualization deep-learning docker pytorch tensorboard tensorflow torch7

Last synced: 03 Aug 2024

https://github.com/pytorch/benchmark

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

benchmark pytorch

Last synced: 01 Aug 2024

https://github.com/MediaBrain-SJTU/MING

明医 (MING)：中文医疗问诊大模型

consultation huggingface llm medical pytorch transformers

Last synced: 03 Aug 2024

https://github.com/jeya-maria-jose/Medical-Transformer

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

attention deep-learning medical-image-analysis medical-imaging pytorch segmentation transformer transformers

Last synced: 03 Aug 2024

https://github.com/youngwanLEE/centermask2

[CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentation

anchor-free centermask cvpr2020 detectron2 instance-segmentation object-detection pytorch real-time vovnet vovnetv2

Last synced: 30 Jul 2024

https://github.com/kwea123/VTuber_Unity

Use Unity 3D character and Python deep learning algorithms to stream as a VTuber!

dlib face-detection face-landmark-detection face-pose gaze-estimation python pytorch unity unity-chan vrm vtuber

Last synced: 02 Aug 2024

https://github.com/vandit15/Class-balanced-loss-pytorch

Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"

computer-vision cvpr2019 deep-learning loss-functions pytorch

Last synced: 03 Aug 2024

https://github.com/parrt/tensor-sensor

The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.

debugging deep-learning jax matrix numpy python pytorch tensorflow tracing vector

Last synced: 31 Jul 2024

https://github.com/kaituoxu/Speech-Transformer

A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.

asr attention attention-is-all-you-need end-to-end pytorch self-attention transformer

Last synced: 07 Aug 2024

https://github.com/denis2054/transformers-for-nlp-2nd-edition

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

bert chatgpt chatgpt-api dall-e dall-e-api deep-learning gpt-3-5-turbo gpt-4 gpt-4-api huggingface-transformers machine-learning natural-language-processing nlp openai python pytorch roberta-model transformers trax

Last synced: 02 Aug 2024

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

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory

c codegenerator cpp deep-learning edge-computing microcontroller neural-architecture-search pytorch quantization tinyml

Last synced: 31 Jul 2024

https://github.com/kuan-wang/pytorch-mobilenet-v3

MobileNetV3 in pytorch and ImageNet pretrained models

classification imagenet mobilenet mobilenetv2 mobilenetv3 pytorch

Last synced: 31 Jul 2024

https://github.com/higgsfield/Capsule-Network-Tutorial

Pytorch easy-to-follow Capsule Network tutorial

capsule-network clean-code easy-to-use pytorch pytorch-tutorials

Last synced: 31 Jul 2024

https://github.com/rusty1s/pytorch_cluster

PyTorch Extension Library of Optimized Graph Cluster Algorithms

cluster-algorithms geometric-deep-learning graph-neural-networks pytorch

Last synced: 01 Aug 2024

https://github.com/SimonVandenhende/Multi-Task-Learning-PyTorch

PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).

computer-vision eccv2020 multi-task-learning nyud pascal pytorch scene-understanding segmentation

Last synced: 02 Aug 2024

https://github.com/teddykoker/torchsort

Fast, differentiable sorting and ranking in PyTorch

cuda-kernel pytorch ranking sort

Last synced: 03 Aug 2024

https://github.com/positive666/yolo_research

based on yolo-high-level project (detect\pose\classify\segment\):include yolov5\yolov7\yolov8\ core ,improvement research ,SwintransformV2 and Attention Series. training skills, business customization, engineering deployment C

attention-mechanism custom-networ deepstream object-detection pytorch swintransformer yolov5 yolov7 yolov8

Last synced: 02 Aug 2024

https://github.com/wmcnally/kapao

KAPAO is an efficient single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.

deep-learning human-pose-estimation pose-estimation pytorch yolo

Last synced: 02 Aug 2024

https://github.com/hengyuan-hu/bottom-up-attention-vqa

An efficient PyTorch implementation of the winning entry of the 2017 VQA Challenge.

bottom-up-attention pytorch vqa

Last synced: 01 Aug 2024

https://github.com/fregu856/deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

autonomous-driving computer-vision deep-learning machine-learning pytorch semantic-segmentation

Last synced: 07 Aug 2024

https://github.com/asyml/texar-pytorch

Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/

bert casl-project data-processing deep-learning dialog-systems gpt-2 machine-learning machine-translation natural-language-processing python pytorch roberta texar texar-pytorch text-data text-generation xlnet

Last synced: 02 Aug 2024

https://github.com/fastnlp/fastHan

fastHan是基于fastNLP与pytorch实现的中文自然语言处理工具，像spacy一样调用方便。

bert cws fastnlp joint-model ner parser pos python pytorch

Last synced: 31 Jul 2024

https://github.com/Tencent/PatrickStar

PatrickStar enables Larger, Faster, Greener Pretrained Models for NLP and democratizes AI for everyone.

bert gpt nlp pretrained-models pytorch

Last synced: 03 Aug 2024

https://github.com/soapisnotfat/super-resolution

collection of super-resolution models & algorithms

fsrcnn pytorch resolution-models srcnn srgan sup-pixel-cnn

Last synced: 05 Aug 2024

https://github.com/Spijkervet/SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

contrastive-learning pytorch representation-learning simclr unsupervised-learning

Last synced: 01 Aug 2024

https://github.com/guochengqian/PointNeXt

[NeurIPS'22] PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies

3d-vision pointcloud pointnet2 pytorch

Last synced: 31 Jul 2024

https://github.com/RahulSChand/gpu_poor

Calculate token/s & GPU memory requirement for any LLM. Supports llama.cpp/ggml/bnb/QLoRA quantization

ggml gpu huggingface language-model llama llama2 llamacpp llm pytorch quantization

Last synced: 01 Aug 2024

PyTorch Awesome Lists
Awesome-pytorch-list 704 awesome-semantic-segmentation-pytorch 35 Awesome-pytorch-list-CNVersion 692 CV-pretrained-model 103 awesome-colab-notebooks 502 awesome-AutoML-and-Lightweight-Models 150 Awesome-Denoise 164 ai4artists 286 arctic 34 awesome-yolov8-models 43 awesome-cuda-and-hpc 424 awesome-python-machine-learning-resources 1,884 awesome-adaptive-computation 171 awesome-NILM-with-code 47 awesome-dotnet-machine-learning 134 awesome-Multi-Document-Summarization 56 PyTorch-Guide 616 awesome-fastai 42 awesome-ai-tools 499
PyTorch Categories
Pytorch & related libraries 228 Pytorch & related libraries｜Pytorch & 相关库 218 Research 197 Tutorials 192 文本数据和NLP 182 Blogs 164 Uncategorized 161 Frameworks 142 数据可视化 130 机器学习框架 123 1.) Neural Architecture Search 113 图像数据与CV 105 Learning 102 Blogposts :sparkle: 101 模型的可解释性 100 Interactive Learning & Tools 96 超参数优化和AutoML 92 Tutorials, books, & examples 82 Tutorials & books & examples｜教程 & 书籍 & 示例 80 工作流程和实验跟踪 80