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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.

GitHub: https://github.com/topics/pytorch
Wikipedia: https://en.wikipedia.org/wiki/PyTorch
Repo: https://github.com/pytorch/pytorch
Created by: Facebook's AI Research lab (FAIR)
Released: September 2016
Related Topics: python, pytorch-tutorial,
Last updated: 2025-02-14 00:20:22 UTC
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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: 10 Feb 2025

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: 11 Feb 2025

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: 17 Nov 2024

https://github.com/salesforce/etsformer

PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

deep-learning exponential-smoothing forecasting interpretable-machine-learning pytorch time-series time-series-decomposition time-series-forecasting transformers

Last synced: 14 Feb 2025

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: 06 Feb 2025

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/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/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/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: 07 Feb 2025

https://github.com/pystiche/pystiche

Framework for Neural Style Transfer (NST) built upon PyTorch

framework neural-style-transfer python pytorch

Last synced: 17 Jan 2025

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: 24 Jan 2025

https://github.com/hyperdimensional-computing/torchhd

Torchhd is a Python library for Hyperdimensional Computing and Vector Symbolic Architectures

hd-computing hdc hyperdimensional-computing pytorch symbolic-ai vector-symbolic-architectures vsa

Last synced: 08 Feb 2025

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: 08 Feb 2025

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: 14 Feb 2025

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

Official Code for Assem-VC @ICASSP2022

deep-learning pytorch speech-synthesis voice-conversion

Last synced: 09 Feb 2025

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/Sleepychord/CogLTX

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

bert pytorch

Last synced: 16 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/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: 24 Jan 2025

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: 09 Feb 2025

https://github.com/nianticlabs/map-free-reloc

[ECCV 2022] Map-free Visual Relocalization: Metric Pose Relative to a Single Image

benchmark computer-vision dataset eccv2022 pose-estimation pytorch relocalization visual-relocalization

Last synced: 13 Feb 2025

https://github.com/ofnote/tsalib

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

deep-learning keras numpy pytorch tensor-shape tensorflow

Last synced: 13 Feb 2025

https://github.com/cyoon1729/deep-Q-networks

Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51

deep-q-network pytorch q-learning reinforcement-learning

Last synced: 27 Nov 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: 23 Jan 2025

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: 10 Feb 2025

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: 10 Feb 2025

https://github.com/mertyg/vision-language-models-are-bows

Experiments and data for the paper "When and why vision-language models behave like bags-of-words, and what to do about it?" Oral @ ICLR 2023

blip clip compositionality multimodal pytorch vision-language

Last synced: 07 Feb 2025

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

DeepLab-ResNet rebuilt in Pytorch

deeplab-resnet pascal-voc pytorch semantic-segmentation

Last synced: 23 Jan 2025

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 Feb 2025

https://github.com/jinglescode/time-series-forecasting-pytorch

Acquiring data from Alpha Vantage and predicting stock prices with PyTorch's LSTM

deep-learning lstm-model machine-learning neural-network python pytorch time-series-forecasting

Last synced: 12 Feb 2025

https://github.com/baaihealth/OpenComplex

Trainable PyTorch framework for developing protein, RNA and complex models.

alphafold2 protein-structure pytorch rna-structure

Last synced: 01 Dec 2024

https://github.com/huggingface/optimum-benchmark

🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of Optimum's hardware optimizations & quantization schemes.

benchmark neural-compressor onnxruntime openvino pytorch tensorrt-llm text-generation-inference

Last synced: 04 Dec 2024

https://github.com/dalmia/siren

PyTorch implementation of Sinusodial Representation networks (SIREN)

activation-functions deep-learning machine-learning pytorch

Last synced: 12 Feb 2025

https://github.com/ruhyadi/yolo3d

YOLO 3D Object Detection for Autonomous Driving Vehicle

3d-object-detection deep-learning pytorch self-driving-car yolo

Last synced: 13 Feb 2025

https://github.com/carla-recourse/carla

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

artificial-intelligence benchmark benchmarking counterfactual counterfactual-explanations counterfactuals explainability explainable-ai explainable-ml machine-learning python pytorch recourse tensorflow tensorflow2

Last synced: 13 Feb 2025

https://github.com/yuyangw/molclr

Implementation of MolCLR: "Molecular Contrastive Learning of Representations via Graph Neural Networks" in PyG.

deep-learning graph-neural-networks molecule pytorch pytorch-geometric self-supervised-learning

Last synced: 14 Feb 2025

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

Last synced: 27 Nov 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: 12 Feb 2025

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: 07 Feb 2025

https://github.com/lonepatient/nezha_chinese_pytorch

NEZHA: Neural Contextualized Representation for Chinese Language Understanding

chinese language-model nezha pytorch

Last synced: 23 Jan 2025

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: 16 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: 08 Feb 2025

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: 23 Jan 2025

https://github.com/bighuang624/dsanet

Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".

pytorch

Last synced: 13 Feb 2025

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/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: 09 Feb 2025

https://github.com/roboflow/roboflow-100-benchmark

Code for replicating Roboflow 100 benchmark results and programmatically downloading benchmark datasets

computer-vision dataset deep-learning machine-learning object-detection pytorch

Last synced: 10 Feb 2025

https://github.com/tio-ikim/cellvit

CellViT: Vision Transformers for Precise Cell Segmentation and Classification

ai cell digitalpathology microscopy ml python pytorch

Last synced: 29 Jan 2025

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: 23 Jan 2025

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/luodian/generalizable-mixture-of-experts

GMoE could be the next backbone model for many kinds of generalization task.

deep-learning domain-generalization mixture-of-experts pytorch pytorch-implementation

Last synced: 24 Jan 2025

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: 22 Jan 2025

https://github.com/nyumedml/gnn_for_ehr

Code for "Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease"

alzheimer-disease-prediction deep-learning disease-prediction ehr electronic-health-records gnn graph-neural-networks pytorch

Last synced: 12 Feb 2025

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/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: 10 Feb 2025

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: 27 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: 09 Feb 2025

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/nikhilbarhate99/min-decision-transformer

Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym

deep-learning deep-reinforcement-learning machine-learning mujoco offline-reinforcement-learning openai-gym pytorch pytorch-transformers reinforcement-learning robotics transformer

Last synced: 24 Jan 2025

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

Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention

artificial-intelligence attention-mechanism deep-learning pytorch transformers

Last synced: 10 Feb 2025

https://github.com/paperspace/pytorch-101-tutorial-series

PyTorch 101 series covering everything from the basic building blocks all the way to building custom architectures.

101 deep-learning neural-networks pytorch pytorch-tutorial sample-code

Last synced: 24 Jan 2025

https://github.com/cloneofsimo/consistency_models

Unofficial Implementation of Consistency Models in pytorch

generative-model pytorch

Last synced: 23 Jan 2025

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

[CVPR'20] Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement

cvpr2020 multi-view-stereo pytorch

Last synced: 13 Feb 2025

https://github.com/orktes/go-torch

LibTorch (PyTorch) bindings for Golang

golang golang-library machine-learning pytorch

Last synced: 23 Jan 2025

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/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/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/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: 18 Nov 2024

https://github.com/francescosaveriozuppichini/mirror

Visualisation tool for CNNs in pytorch

deep-learning neural-network python pytorch visualis

Last synced: 09 Feb 2025

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/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/andreamad8/Universal-Transformer-Pytorch

Implementation of Universal Transformer in Pytorch

pytorch universal-transformer

Last synced: 07 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: 15 Nov 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/FrancescoSaverioZuppichini/mirror

Visualisation tool for CNNs in pytorch

deep-learning neural-network python pytorch visualis

Last synced: 15 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: 07 Feb 2025

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/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/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: 10 Feb 2025

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: 24 Jan 2025

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: 23 Jan 2025

https://github.com/picsart-ai-research/semask-segmentation

[NIVT Workshop @ ICCV 2023] SeMask: Semantically Masked Transformers for Semantic Segmentation

ade20k cityscapes coco-stuff-10k pytorch semantic-segmentation semask vision-transformers

Last synced: 07 Feb 2025

https://github.com/jolibrain/joligen

Generative AI Image Toolset with GANs and Diffusion for Real-World Applications

augmented-reality deep-learning diffusion-models gan generative-model image-generation image-to-image pytorch

Last synced: 12 Feb 2025

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