PyTorch | Ecosyste.ms: Awesome

https://github.com/swanhubx/swanlab

⚡️SwanLab: your ML experiment notebook. 你的AI实验笔记本，跟踪与可视化你的机器学习全流程

data-science deep-learning fastapi jax machine-learning mlops model-versioning python pytorch tensorboard tensorflow tracking transformers visualization

Last synced: 11 Oct 2024

https://github.com/torchspatiotemporal/tsl

tsl: a PyTorch library for processing spatiotemporal data.

deep-learning gnn graph-neural-networks pytorch spatio-temporal spatio-temporal-analysis spatio-temporal-data spatio-temporal-graph spatio-temporal-prediction spatiotemporal spatiotemporal-data spatiotemporal-data-analysis spatiotemporal-forecasting temporal-data temporal-graphs

Last synced: 12 Nov 2024

https://github.com/affjljoo3581/gpt2

PyTorch Implementation of OpenAI GPT-2

gpt2 language-model natural-language-generation natural-language-processing nlp pytorch transformer

Last synced: 09 Nov 2024

https://github.com/benedekrozemberczki/GAM

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

attention deep-reinforcement-learning deepwalk gcn graph-attention graph-classification graph-convolution graph2vec graphsage machine-learning neural-networks node2vec pytorch reinforcement-agent reinforcement-learning sklearn structural-attention transfer-learning

Last synced: 30 Oct 2024

https://github.com/imskr/plant_disease_detection

Plant Disease Detector Web Application

cnn computervision deeplearning fastai machinelearning machinelearning-python plantclassification plantdisease plantdiseasedetection pytorch

Last synced: 14 Nov 2024

https://github.com/imskr/Plant_Disease_Detection

Plant Disease Detector Web Application

cnn computervision deeplearning fastai machinelearning machinelearning-python plantclassification plantdisease plantdiseasedetection pytorch

Last synced: 03 Aug 2024

https://github.com/benedekrozemberczki/sgcn

A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

deep-learning deepwalk gcn gpt2 gpt3 graph-attention graph-convolution graph-embedding graph-neural-networks graphsage machine-learning network-embedding neural-network node-classification node2vec pytorch pytorch-geometric sgcn signed-network transformer

Last synced: 14 Nov 2024

https://github.com/rentainhe/pytorch-distributed-training

Simple tutorials on Pytorch DDP training

apex cuda ddp-training deep-learning pytorch

Last synced: 14 Nov 2024

https://github.com/TorchSpatiotemporal/tsl

tsl: a PyTorch library for processing spatiotemporal data.

deep-learning gnn graph-neural-networks pytorch spatio-temporal spatio-temporal-analysis spatio-temporal-data spatio-temporal-graph spatio-temporal-prediction spatiotemporal spatiotemporal-data spatiotemporal-data-analysis spatiotemporal-forecasting temporal-data temporal-graphs

Last synced: 12 Nov 2024

https://github.com/Randl/MobileNetV2-pytorch

Impementation of MobileNetV2 in pytorch

cnn image-classification mobilenet2 pytorch

Last synced: 31 Oct 2024

https://github.com/aipredict/ai-deployment

关注AI模型上线、模型部署

deploy keras lightgbm mxnet onnx pmml pyspark pytorch scikit-learn spark-ml tensorflow xgboost

Last synced: 30 Oct 2024

https://github.com/nateraw/huggingpics

🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.

huggingface machine-learning pytorch vision-transformers

Last synced: 03 Aug 2024

https://github.com/DerrickXuNu/v2x-vit

[ECCV2022] Official Implementation of paper "V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer"

3d-object-detection autonomous-driving collaborative-perception computer-vision deep-learning machine-learning multi-agent-system pytorch simulation v2x vehicle-to-everything vision-transformer

Last synced: 28 Oct 2024

https://github.com/numenta/nupic.torch

Numenta Platform for Intelligent Computing PyTorch libraries

htm numenta-platform pytorch

Last synced: 06 Nov 2024

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

[ICCV 2023] The official implementation of paper "HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation"

conditional-image-generation deep-learning iccv iccv2023 image-generation pytorch

Last synced: 31 Oct 2024

https://github.com/durandtibo/wildcat.pytorch

PyTorch implementation of "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation", CVPR 2017

convnet cvpr-2017 cvpr17 cvpr2017 deep-learning image-classification pytorch weakly-supervised-learning

Last synced: 05 Nov 2024

https://idea-research.github.io/HumanSD/

[ICCV 2023] The official implementation of paper "HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation"

conditional-image-generation deep-learning iccv iccv2023 image-generation pytorch

Last synced: 31 Oct 2024

https://github.com/benedekrozemberczki/gam

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

attention deep-reinforcement-learning deepwalk gcn graph-attention graph-classification graph-convolution graph2vec graphsage machine-learning neural-networks node2vec pytorch reinforcement-agent reinforcement-learning sklearn structural-attention transfer-learning

Last synced: 10 Oct 2024

https://github.com/HUANGLIZI/LViT

[IEEE Transactions on Medical Imaging/TMI] This repo is the official implementation of "LViT: Language meets Vision Transformer in Medical Image Segmentation"

medical-image-analysis multimodal-learning pytorch segmentation vision-language

Last synced: 08 Aug 2024

https://github.com/maum-ai/nuwave2

NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling Rates @ INTERSPEECH 2022

deep-learning neural-audio-upsampling pytorch super-resolution upsampling

Last synced: 11 Nov 2024

https://github.com/ducha-aiki/affnet

Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"

affine-shape-estimator computer-vision convolutional-networks convolutional-neural-networks deep-learning hessian image-matching image-retrieval local-features pytorch

Last synced: 14 Nov 2024

https://github.com/layumi/person-reid-3d

TNNLS'22 :statue_of_liberty: Parameter-Efficient Person Re-identification in the 3D Space :statue_of_liberty:

3d dukemtmc-reid graph-neural-networks market-1501 msmt17 ognet person-reid person-reidentification pytorch re-id re-identification reid

Last synced: 14 Nov 2024

https://github.com/ysymyth/3d-sdn

[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics

3d-sdn 3d-vision deep-learning disentangled-representations gans generative-adversarial-networks pytorch

Last synced: 11 Nov 2024

https://github.com/francescosaveriozuppichini/a-journey-into-convolutional-neural-network-visualization-

A journey into Convolutional Neural Network visualization

computer-vision convolutional-neural-networks deep-learning deep-learning-tutorial pytorch

Last synced: 31 Oct 2024

https://github.com/qinbinli/moon

Model-Contrastive Federated Learning (CVPR 2021)

contrastive-learning cvpr2021 federated-learning pytorch

Last synced: 14 Nov 2024

https://github.com/Sleepychord/CogLTX

The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"

bert pytorch

Last synced: 03 Aug 2024

https://github.com/compvis/metric-learning-divide-and-conquer

Source code for the paper "Divide and Conquer the Embedding Space for Metric Learning", CVPR 2019

few-shot-learning metric-learning pytorch

Last synced: 05 Nov 2024

https://github.com/dalmia/siren

PyTorch implementation of Sinusodial Representation networks (SIREN)

activation-functions deep-learning machine-learning pytorch

Last synced: 14 Nov 2024

https://github.com/kennethnym/infinifi

infinifi plays gentle lofi music in the background indefinitely

artificial-intelligence audiocraft lo-fi lo-fi-radio machine-learning musicgen pytorch

Last synced: 29 Oct 2024

https://github.com/kwea123/casmvsnet_pl

Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching using pytorch-lightning

3d-reconstruction blendedmvs cascade-cost-volume depth-prediction dtu-dataset multi-view-stereo mvsnet pytorch pytorch-lightning tanks-and-temples

Last synced: 30 Oct 2024

https://github.com/maum-ai/assem-vc

Official Code for Assem-VC @ICASSP2022

deep-learning pytorch speech-synthesis voice-conversion

Last synced: 11 Nov 2024

https://github.com/neulab/knn-transformers

PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT

huggingface knn knn-lm knn-mt knn-transformers knnlm knnmt language language-models machine models nearest nearest-neighbor neighbor neuro-symbolic pytorch retomaton transformers translation

Last synced: 07 Nov 2024

https://github.com/asappresearch/flambe

An ML framework to accelerate research and its path to production.

deep-learning distributed machine-learning ml python pytorch research

Last synced: 11 Nov 2024

https://github.com/chingyaoc/pytorch-REINFORCE

PyTorch Implementation of REINFORCE for both discrete & continuous control

continuous-control gym mujoco pytorch reinforce reinforcement-learning

Last synced: 14 Nov 2024

https://github.com/patrick-kidger/signatory

Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021)

deep-learning deep-neural-networks logsignature logsignatures machine-learning pytorch rough-paths signature signatures

Last synced: 12 Nov 2024

https://github.com/speedinghzl/pytorch-deeplab

DeepLab-ResNet rebuilt in Pytorch

deeplab-resnet pascal-voc pytorch semantic-segmentation

Last synced: 29 Oct 2024

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

Unofficial PyTorch Implementation of UnivNet Vocoder (https://arxiv.org/abs/2106.07889)

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

Last synced: 11 Nov 2024

https://github.com/lonepatient/nezha_chinese_pytorch

NEZHA: Neural Contextualized Representation for Chinese Language Understanding

chinese language-model nezha pytorch

Last synced: 06 Nov 2024

https://github.com/JeongJiHeon/ScoreDiffusionModel

The Pytorch Tutorial of Score-based and Diffusion Model

diffusion-models pytorch score-based score-based-generative-models

Last synced: 03 Aug 2024

https://github.com/ofnote/tsalib

Tensor Shape Annotation Library (numpy, tensorflow, pytorch, ...)

deep-learning keras numpy pytorch tensor-shape tensorflow

Last synced: 09 Aug 2024

https://github.com/wutianyirosun/cgnet

CGNet: A Light-weight Context Guided Network for Semantic Segmentation [IEEE Transactions on Image Processing 2020]

camvid cityscapes pytorch semantic-segmentation

Last synced: 31 Oct 2024

https://github.com/xpixelgroup/ranksrgan

ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation

gan generative-adversarial-network iccv2019 learning-to-rank low-level-vision pytorch super-resolution

Last synced: 11 Nov 2024

https://github.com/ahmedbesbes/character-based-cnn

Implementation of character based convolutional neural network

character-based-model character-cnn convolutional-neural-network deep-neural-networks natural-language-processing nlp nlp-machine-learning paper-implementations pytorch youtube-video

Last synced: 11 Oct 2024

https://github.com/ianwhale/nsga-net

NSGA-Net, a Neural Architecture Search Algorithm

auto-ml deep-learning evolutionary-computation neural-architecture-search nsga-ii pytorch

Last synced: 03 Aug 2024

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

[ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"

51x51 convnet deep-learning dynamic-sparsity knowledge-distillation large-kernels object-detection pytorch segmentation

Last synced: 27 Oct 2024

https://github.com/bentrevett/pytorch-rl

Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]

a2c actor-critic advantage-actor-critic generalized-advantage-estimation policy-gradient pytorch pytorch-implementation pytorch-implmention pytorch-rl pytorch-tutorial pytorch-tutorials reinforcement-learning reinforcement-learning-algorithms rl

Last synced: 30 Oct 2024

https://github.com/cmhungsteve/TA3N

[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)

action-recognition cvpr2019 domain-adaptation domain-discrepancy iccv2019 pytorch temporal-dynamics video video-classification video-da-datasets

Last synced: 03 Nov 2024

https://github.com/johnolafenwa/TorchFusion

A modern deep learning framework built to accelerate research and development of AI systems

convolutional-neural-networks deep-learning gan machine-learning neural-network python pytorch visualization

Last synced: 07 Aug 2024

https://github.com/PacktWorkshops/The-Python-Workshop

A New, Interactive Approach to Learning Python

algorithms data-science gridsearchcv linear-regression logistic-regression machine-learning python pytorch random-forests randomizedsearchcv structure types

Last synced: 13 Nov 2024

https://github.com/rusty1s/deep-graph-matching-consensus

Implementation of "Deep Graph Matching Consensus" in PyTorch

geometric-deep-learning graph-matching graph-neural-networks neighborhood-consensus pytorch

Last synced: 31 Oct 2024

https://github.com/dgriff777/a3c_continuous

A continuous action space version of A3C LSTM in pytorch plus A3G design

a3c a3c-gpu a3c-lstm a3g openai-gym pytorch pytorch-a3c

Last synced: 28 Sep 2024

https://github.com/zc-alexfan/hold

[CVPR 2024✨Highlight] Official repository for HOLD, the first method that jointly reconstructs articulated hands and objects from monocular videos without assuming a pre-scanned object template and 3D hand-object training data.

3d-reconstruction ai artificial-intelligence augmented-reality computer-vision hand-object-interaction hand-object-reconstruction hand-tracking mano mixed-reality neural-networks pose-estimation pytorch virtual-reality

Last synced: 13 Nov 2024

https://github.com/gmihaila/ml_things

This is where I put things I find useful that speed up my work with Machine Learning. Ever looked in your old projects to reuse those cool functions you created before? Well, this repo is designed to be a Python Library of functions I created in my previous project that can be reused. I also share some Notebooks Tutorials and Python Code Snippets.

google-colab machine-learning nlp nlp-machine-learning notebooks python-snippets pytorch snippets transformer

Last synced: 13 Nov 2024

https://github.com/lartpang/Machine-Deep-Learning

:wave: ML/DL学习笔记（基础+论文）

cs231n deeplearning deepthinking learning linux machine-learning notes python pytorch summary tensorflow thinking

Last synced: 13 Nov 2024

https://github.com/gitabcworld/FewShotLearning

Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"

few-shot optimization optimization-algorithms python pytorch

Last synced: 03 Aug 2024

https://github.com/wutianyiRosun/CGNet

CGNet: A Light-weight Context Guided Network for Semantic Segmentation [IEEE Transactions on Image Processing 2020]

camvid cityscapes pytorch semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/misads/easy_detection

一个简单方便的目标检测框架(PyTorch环境可直接运行，不需要cuda编译)，支持Faster_RCNN、Cascade_RCNN、Yolo系列、SSD等经典网络。

coco detection pytorch voc yolo

Last synced: 09 Nov 2024

https://github.com/andreamad8/Universal-Transformer-Pytorch

Implementation of Universal Transformer in Pytorch

pytorch universal-transformer

Last synced: 07 Nov 2024

https://github.com/g1910/HyperNetworks

PyTorch implementation of HyperNetworks (Ha et al., ICLR 2017) for ResNet (Residual Networks)

hypernetworks metalearning pytorch resnet

Last synced: 11 Nov 2024

https://github.com/lucidrains/sinkhorn-transformer

Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention

artificial-intelligence attention-mechanism deep-learning pytorch transformers

Last synced: 13 Nov 2024

https://github.com/ltkong218/IFRNet

IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation (CVPR 2022)

deep-learning deep-networks frame-interpolation knowledge-distillation optical-flow pytorch real-time slow-motion video view-synthesis

Last synced: 20 Oct 2024

https://github.com/tbepler/protein-sequence-embedding-iclr2019

Source code for "Learning protein sequence embeddings using information from structure" - ICLR 2019

deep-learning language-model protein-embedding protein-modeling protein-representation-learning protein-sequence protein-structure pytorch recurrent-neural-networks

Last synced: 03 Aug 2024

https://github.com/francescosaveriozuppichini/mirror

Visualisation tool for CNNs in pytorch

deep-learning neural-network python pytorch visualis

Last synced: 31 Oct 2024

https://github.com/Baiyuetribe/ncnn-models

awesome AI models with NCNN, and how they were converted ✨✨✨

deep-learning gfpgan image-classification nanodet ncnn ncnn-model pytorch rife yolov5 yolov7 yolox

Last synced: 09 Nov 2024

https://github.com/idreesshaikh/Autonomous-Driving-in-Carla-using-Deep-Reinforcement-Learning

Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]

autonomous-driving carla-driving-simulator carla-environment carla-simulator ddqn deep-learning deep-learning-algorithms deep-reinforcement-learning openai ppo proximal-policy-optimization pytorch reinforcement-learning self-driving self-driving-car self-driving-car-simulation self-driving-cars

Last synced: 30 Oct 2024

https://github.com/Khrylx/AgentFormer

[ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".

autonomous-driving deep-learning iccv2021 multi-agent-forecasting pytorch trajectory-forecasting trajectory-prediction transformer

Last synced: 28 Oct 2024

https://github.com/woshidandan/TANet-image-aesthetics-and-quality-assessment

[IJCAI 2022, Official Code] for paper "Rethinking Image Aesthetics Assessment: Models, Datasets and Benchmarks". Official Weights and Demos provided. 首个面向多主题场景的美学评估数据集、算法和benchmark.

iaa image-aesthetics-assessment image-quality-assessment pytorch tad66k

Last synced: 13 Nov 2024

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

A unified evaluation library for multiple machine learning libraries

machine-learning metrics python pytorch tensorflow

Last synced: 13 Nov 2024

https://github.com/lucasjinreal/faceswap_pytorch

Deep fake ready to train on any 2 pair dataset with higher resolution

deepfakes deeplearning faceswap fakeface gan pytorch

Last synced: 06 Nov 2024

https://github.com/donydchen/ganimation_replicate

An Out-of-the-Box Replication of GANimation using PyTorch, pretrained weights are available!

action-units gan ganimation ganimation-pytorch out-of-the-box pretrained-checkpoints pretrained-models pretrained-weights pytorch replicate

Last synced: 09 Nov 2024

https://github.com/savan77/The-GAN-World

Everything about Generative Adversarial Networks

gan generative-adversarial-network pytorch tensorflow

Last synced: 02 Nov 2024

https://github.com/FrancescoSaverioZuppichini/mirror

Visualisation tool for CNNs in pytorch

deep-learning neural-network python pytorch visualis

Last synced: 03 Aug 2024

https://github.com/packtworkshops/the-python-workshop

A New, Interactive Approach to Learning Python

algorithms data-science gridsearchcv linear-regression logistic-regression machine-learning python pytorch random-forests randomizedsearchcv structure types

Last synced: 08 Nov 2024

https://github.com/oke-aditya/image_similarity

PyTorch Blog Post On Image Similarity Search

auto-encoders autoencoder image-retrieval image-similarity pytorch unsupervised-learning

Last synced: 26 Oct 2024

https://github.com/fcakyon/craft-text-detector

Packaged, Pytorch-based, easy to use, cross-platform version of the CRAFT text detector

actions anaconda computer-vision craft deep-learning document hacktoberfest linux macos neural-network ocr pypi python pytorch text text-detection vision windows workflow

Last synced: 03 Nov 2024

https://github.com/Djdefrag/RealScaler

RealScaler - image/video AI upscaler app (Real-ESRGAN)

amd anime compression-artifact-reduction deep-learning directx-12 gpu gui-application intel manga noise-reduction nvidia opencv python pytorch pytorch-directml super-resolution video video-processing windows

Last synced: 06 Nov 2024

https://github.com/cure-lab/PnPInversion

[ICLR2024] Official repo for paper "PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code"

deep-learning diffusion-inversion diffusion-model diffusion-models iclr2024 image-editing image-generation paper-implementation paper-implementations pytorch

Last synced: 04 Nov 2024

https://github.com/pudae/kaggle-hpa

Code for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge.

kaggle python pytorch

Last synced: 31 Oct 2024

https://github.com/lucasalegre/morl-baselines

Multi-Objective Reinforcement Learning algorithms implementations.

gym gymnasium mo-gymnasium morl multi-objective multi-objective-rl pytorch reinforcement-learning rl rl-algorithms

Last synced: 15 Oct 2024

https://github.com/dpressel/mint

MinT: Minimal Transformer Library and Tutorials

bart bert gpt gpt2 opt pytorch roberta sentence-transformers t5 transformer transformer-models transformers tutorials

Last synced: 26 Oct 2024

https://github.com/likyoo/Siam-NestedUNet

The pytorch implementation for "SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images"

change-detection pytorch

Last synced: 01 Nov 2024

https://github.com/BY571/Soft-Actor-Critic-and-Extensions

PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.

actor-critic-algorithm continuous d2rl emphasizing-recent-experience multi-environment munchausen munchausen-reinforcement-learning parallel-computing prioritized-experience-replay pytorch reinforcement-learning reinforcement-learning-algorithms sac soft-actor-critic