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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/yassersouri/pytorch-deep-sets

PyTorch re-implementation of parts of "Deep Sets" (NIPS 2017)

deep-learning machine-learning nips-2017 pytorch

Last synced: 28 Oct 2024

https://github.com/bradyfu/dvg-face

[TPAMI 2021] DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition

face-recognition heterogeneous-face-recognition pytorch

Last synced: 09 Nov 2024

https://github.com/yang-0201/yolov6_pro

Make it easier for yolov6 to change the network structure

detection pytorch yolo yolov5 yolov6

Last synced: 15 Oct 2024

https://github.com/d-li14/regnet.pytorch

PyTorch-style and human-readable RegNet with a spectrum of pre-trained models

imagenet neural-architecture-search pretrained-models pytorch regnet resnext

Last synced: 07 Nov 2024

https://github.com/gatheluck/FourierHeatmap

Unofficial pytorch implementation of Fourier Heat Map proposed in 'A Fourier Perspective on Model Robustness in Computer Vision' [Yin+, NeurIPS2019]

fourier-analysis heatmap pytorch robustness

Last synced: 15 Nov 2024

https://github.com/tonyduan/diffusion

From-scratch diffusion model implemented in PyTorch.

diffusion generative-models pytorch

Last synced: 30 Oct 2024

https://github.com/argilla-io/biome-text

Custom Natural Language Processing with big and small models 🌲🌱

allennlp data-science natural-language-processing nlp pytorch

Last synced: 30 Sep 2024

https://github.com/H2SO4T/ARES

Black-box tool that uses Deep Reinforcement Learning to test and explore Android applications

android android-testing appium appium-android apple-silicon applesilicon black-box-testing deep-learning deep-reinforcement-learning pytorch reinforcement-learning

Last synced: 01 Nov 2024

https://github.com/NikolasEnt/Lyft-Perception-Challenge

The 4th place and the fastest solution of the Lyft Perception Challenge (Image semantic segmentation with PyTorch)

computer-vision deep-learning linknet pytorch sdcnd self-driving-car semantic-segmentation

Last synced: 10 Aug 2024

https://github.com/shiba6v/shape_commentator

多次元配列の属性情報を実行時に取得してコメントに書き足すツール

numpy python pytorch

Last synced: 01 Nov 2024

https://github.com/minar09/vgg16-pytorch

VGG16 Net implementation from PyTorch Examples scripts for ImageNet dataset

alexnet imagenet-dataset model-architecture pytorch resnet vgg vgg16 vgg19

Last synced: 07 Nov 2024

https://github.com/kwea123/mvsnet_pl

MVSNet: Depth Inference for Unstructured Multi-view Stereo using pytorch-lightning

3d-reconstruction depth-prediction multi-view-stereo mvsnet pytorch pytorch-lightning

Last synced: 30 Oct 2024

https://github.com/Little-Podi/GRM

[CVPR'23] The official PyTorch implementation of our CVPR 2023 paper: "Generalized Relation Modeling for Transformer Tracking".

attention-mechanism cvpr2023 object-tracking pytorch single-object-tracking tracking vision-transformer visual-tracking

Last synced: 02 Nov 2024

https://github.com/cheind/autoregressive

:kiwi_fruit: Autoregressive Models in PyTorch.

autoregressive deep-learning generative-model machine-learning pytorch wavenet

Last synced: 15 Oct 2024

https://github.com/danielegrattarola/ginr

Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).

deep-learning implicit-neural-representation machine-learning neural-fields neurips-2022 pytorch

Last synced: 02 Nov 2024

https://github.com/erksch/fnet-pytorch

Unofficial PyTorch implementation of Google's FNet: Mixing Tokens with Fourier Transforms. With checkpoints.

fnet language-model pytorch transformer

Last synced: 06 Nov 2024

https://github.com/wfondrie/depthcharge

A deep learning toolkit for mass spectrometry

deep-learning framework mass-spectrometry metabolomics proteomics pytorch

Last synced: 16 Nov 2024

https://github.com/fabioperez/skin-data-augmentation

Source code for the paper 'Data Augmentation for Skin Lesion Analysis' - Best Paper Award at the ISIC Skin Image Analysis Workshop @ MICCAI 2018

computer-vision data-augmentation deep-learning melanoma melanoma-classification pytorch skin-lesion-analysis

Last synced: 05 Nov 2024

https://github.com/suicao/pytorch-audio-emotion-recognition

1st Place Public Leaderboard Solution for ERC2019

audio cnn pytorch sentiment-classification

Last synced: 16 Nov 2024

https://github.com/rishit-dagli/cppe-dataset

Code for our paper CPPE - 5 (Medical Personal Protective Equipment), a new challenging object detection dataset

artificial-intelligence computer-vision cppe5 data dataset deep-learning machine-learning models object-detection pretrained-models pytorch tensorflow vision

Last synced: 14 Nov 2024

https://github.com/rf5/transfusion-asr

Transcribing Speech with Multinomial Diffusion, training code and models.

asr binomial-distribution diffusion discrete-diffusion pytorch speech-recognition

Last synced: 10 Oct 2024

https://github.com/amanchadha/iperceive

Applying Common-Sense Reasoning to Multi-Modal Dense Video Captioning and Video Question Answering | Python3 | PyTorch | CNNs | Causality | Reasoning | LSTMs | Transformers | Multi-Head Self Attention | Published in IEEE Winter Conference on Applications of Computer Vision (WACV) 2021

attention captioning captioning-videos causality common-sense convolutional-neural-networks dense-captioning distilling-the-knowledge lstm multi-modal python python3 pytorch question-answering reasoning resnets self-attention transformers video videoqa

Last synced: 05 Nov 2024

https://github.com/ziplab/EcoFormer

[NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"

classification efficient-transformers neurips-2022 pytorch vision-transformer

Last synced: 11 Nov 2024

https://github.com/talkuhulk/realworld-stylegan2-encoder

Various applications based on Stylegan2 Style mixing that can be inference on cpu.

art cartoonify face-editing openvino pytorch sketch stylegan ukiyoe

Last synced: 11 Nov 2024

https://github.com/davda54/ada-hessian

Easy-to-use AdaHessian optimizer (PyTorch)

adahessian adam hessian optimizer pytorch second-order

Last synced: 08 Nov 2024

https://github.com/gaussic/char_rnn_lm_zh

language model in Chinese，基于Pytorch官方文档实现

chinese deep-learning language-model lstm pytorch rnn

Last synced: 13 Nov 2024

https://github.com/sony/DiffRoll

PyTorch implementation of DiffRoll, a diffusion-based generative automatic music transcription (AMT) model

automatic-music-transcription deep-generative-model diffusion generative-model inpainting machine-learning music-generation pytorch

Last synced: 27 Oct 2024

https://github.com/DensoITLab/TeachAugment

Official Implementation of TeachAugment: Data Augmentation Optimization Using Teacher Knowledge (CVPR2022, Oral)

classification cvpr2022 deeplearning pytorch

Last synced: 28 Oct 2024

https://github.com/shashankvkt/AlignMixup_CVPR22

Official Implementation of AlignMixup - CVPR 2022

alignment augmentation cvpr2022 deep-learning mixup optimal-transport pytorch

Last synced: 13 Nov 2024

https://github.com/kaiyangzhou/ssdg-benchmark

Benchmarks for semi-supervised domain generalization.

deep-learning domain-generalization neural-networks pytorch semi-supervised-learning

Last synced: 29 Oct 2024

https://github.com/grimme-lab/dxtb

Efficient And Fully Differentiable Extended Tight-Binding

automatic-differentiation computational-chemistry pytorch quantum-chemistry tight-binding

Last synced: 13 Nov 2024

https://github.com/gngdb/pytorch-minimize

Use scipy.optimize.minimize as a PyTorch Optimizer.

python pytorch scipy

Last synced: 14 Nov 2024

https://github.com/vitae-transformer/p3m-net

The official repo for [IJCV'23] "Rethinking Portrait Matting with Privacy Preserving"

deep-learning image-matting pytorch vision-transformer

Last synced: 14 Nov 2024

https://github.com/rentainhe/trar-vqa

[ICCV 2021] Official implementation of the paper "TRAR: Routing the Attention Spans in Transformers for Visual Question Answering"

attention clevr dynamic-network iccv2021 local-and-global multi-modal multi-modal-learning multi-modality multi-scale-features official pytorch transformer vision-and-language visual-question-answering visualization vqav2

Last synced: 07 Nov 2024

https://github.com/kyegomez/kosmos-x

The Next Generation Multi-Modality Superintelligence

computer-vision gemini gpt gpt3 gpt4 multi-modal pytorch vision

Last synced: 16 Nov 2024

https://github.com/moskomule/pytorch.rl.learning

for learning reinforcement learning using PyTorch.

pytorch reinforcement-learning

Last synced: 14 Nov 2024

https://github.com/snap-research/graphless-neural-networks

[ICLR 2022] Code for Graph-less Neural Networks: Teaching Old MLPs New Tricks via Distillation (GLNN)

deep-learning distillation efficient-inference gnn graph-algorithm graph-neural-networks knowledge-distillation pytorch scalability

Last synced: 15 Nov 2024

https://github.com/npatta01/mobile-deep-learning-classifier

Tutorial on building and deploying a Mobile Deep Learning Classifier for food

cross-platform deep-learning expo fastai food-classification mobile mobile-app pytorch react-native

Last synced: 02 Nov 2024

https://github.com/gugarosa/learnergy

💡 Learnergy is a Python library for energy-based machine learning models.

dbn energy machine-learning python pytorch rbm

Last synced: 13 Nov 2024

https://github.com/neulab/retomaton

PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)

icml-2022 knn knn-lm language modeling nearest nearest-neighbor neuro-symbolic neurosymbolic pytorch retomaton retrieval

Last synced: 07 Nov 2024

https://github.com/Fangyh09/Image2LMDB

Convert image folder to lmdb, adapted from Efficient-PyTorch

caffe caffe2 lmdb pytorch

Last synced: 15 Nov 2024

https://github.com/fkodom/soft-mixture-of-experts

PyTorch implementation of Soft MoE by Google Brain in "From Sparse to Soft Mixtures of Experts" (https://arxiv.org/pdf/2308.00951.pdf)

deep-learning mixture-of-experts pytorch transformer vision-transformer

Last synced: 28 Oct 2024

https://github.com/XuyangBai/KPConv.pytorch

PyTorch reimplementation for "KPConv: Flexible and Deformable Convolution for Point Clouds" https://arxiv.org/abs/1904.08889

3d-point-clouds geometric-deep-learning kpconv pytorch

Last synced: 27 Oct 2024

https://github.com/val-iisc/SDAT

[ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",

adversarial-training dann domain-adaptation icml-2022 pytorch sharpness-aware-minimization

Last synced: 15 Nov 2024

https://github.com/mantasu/face-crop-plus

Face aligner and cropper with quality enhancement and attribute parsing

alignment computer-vision face face-attributes face-detection face-parsing pytorch segmentation super-resolution

Last synced: 16 Nov 2024

https://github.com/anttwo/macarons

(CVPR 2023) Official code of MACARONS: Mapping And Coverage Anticipation with RGB ONline Self-supervision. Also contains an updated and improved implementation of our previous work SCONE (NeurIPS 2022), on which this work is built.

3d-reconstruction computer-vision cvpr-2023 cvpr2023 deep-learning neurips-2022 neurips2022 next-best-view pytorch

Last synced: 14 Nov 2024

https://github.com/LaihoE/did-it-spill

Check if you have training samples in your test set

computer-vision data-science deep-learning pytorch semantic-similarity time-series

Last synced: 12 Nov 2024

https://github.com/alexeyev/abae-pytorch

PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'

aspect-extraction autoencoder nlp pytorch pytorch-implementation topic-modeling unsupervised-machine-learning

Last synced: 11 Nov 2024

https://github.com/drsleep/densetorch

An easy-to-use wrapper for work with dense per-pixel tasks in PyTorch (including multi-task learning)

deep-learning depth-estimation multi-task-learning pytorch semantic-segmentation surface-normals-estimation

Last synced: 09 Nov 2024

https://github.com/christopher-beckham/hologan-pytorch

Non-official + minimal reimplementation of HoloGAN by Nguyen-Phuoc, et al: https://arxiv.org/abs/1904.01326

celeba dcgan deep-learning gans generative-adversarial-network hologan inverse-graphics pytorch pytorch-gan pytorch-implementation

Last synced: 29 Oct 2024

https://github.com/roysubhankar/dwt-domain-adaptation

Code for paper "Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss" (CVPR 2019)

cvpr2019 domain-adaptation pytorch whitening

Last synced: 15 Nov 2024

https://github.com/aquadzn/gpt2-french

GPT-2 French demo | Démo française de GPT-2

docker french gpt-2 gpt2 language-model pytorch text-generation transformer

Last synced: 10 Nov 2024

https://github.com/shangtongzhang/distributedes

Distributed implementation of popular evolutionary methods

cma-es evolutionary-algorithms neat nes pytorch

Last synced: 10 Nov 2024

https://github.com/rmst/rtrl

PyTorch implementation of our paper Real-Time Reinforcement Learning (NeurIPS 2019)

deep-learning deep-reinforcement-learning machine-learning pytorch reinforcement-learning

Last synced: 09 Nov 2024

https://github.com/bgu-cs-vil/dtan

Official PyTorch implementation for our NeurIPS 2019 paper, Diffeomorphic Temporal Alignment Nets. TensorFlow\Keras version is available at tf_legacy branch.

alignment deep-learning pytorch temporal-transformer tensorflow time-series time-series-classification ucr

Last synced: 10 Nov 2024

https://github.com/eliahuhorwitz/3d-ads

Official Implementation for the "Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection" paper.

anomaly-detection anomaly-segmentation deep-learning machine-learning mvtec-3d-ad mvtec-ad point-cloud pytorch unsupervised-learning

Last synced: 10 Nov 2024

https://github.com/jinglescode/python-signal-processing

splearn: package for signal processing and machine learning with Python. Contains tutorials on understanding and applying signal processing.

machine-learning numpy python python-tutorial pytorch pytorch-tutorial scipy sequence signal-processing

Last synced: 07 Nov 2024

https://github.com/lumo-tech/lumo

More light-weight pytorch experiment management library!

deep-learning experiment-management experiment-tracking pytorch version-control

Last synced: 11 Oct 2024

https://github.com/uppulurikalyani/ml-nexus

ML Nexus is an open-source collection of machine learning projects, covering topics like neural networks, computer vision, and NLP. Whether you're a beginner or expert, contribute, collaborate, and grow together in the world of AI. Join us to shape the future of machine learning!

ann cnn computer-vision gssoc-ext gssoc24 hacktoberfest hacktoberfest-accepted keras-neural-networks keras-tensorflow machine-learning ml-frameworks natural-language-processing neural-networks opencv python pytorch transfer-learning

Last synced: 14 Nov 2024

https://github.com/ibm/infairness

PyTorch package to train and audit ML models for Individual Fairness

fairness fairness-ai individual-fairness machine-learning pytorch responsible-ai trustworthy-machine-learning

Last synced: 26 Oct 2024

https://github.com/asappresearch/dialog-intent-induction

Code and data for paper "Dialog Intent Induction with Deep Multi-View Clustering", Hugh Perkins and Yi Yang, 2019, EMNLP 2019

clustering deep-learning emnlp nlp pytorch

Last synced: 11 Nov 2024

https://github.com/gordicaleksa/pytorch-naive-video-neural-style-transfer

Create naive (no temporal loss) NST for videos with person segmentation. Just place your videos in data/, run and you get your stylized and segmented videos.

deep-learning deep-learning-tutorial machine-learning neural-style-transfer neural-style-transfer-tutorial non-photorealistic-rendering python pytorch semantic-segmentation style-transfer video

Last synced: 11 Nov 2024

https://github.com/kacky24/stylenet

A pytorch implemention of "StyleNet: Generating Attractive Visual Captions with Styles"

caption cnn dlhacks image-captioning lstm microsoft pytorch pytorch-implemention stylenet

Last synced: 07 Nov 2024

https://github.com/sjmikler/pytorch-symbolic

Provides symbolic API for model creation in PyTorch.

deep-learning neural-networks pytorch

Last synced: 10 Oct 2024

https://sirui-xu.github.io/STARS/

[ECCV 2022 oral] Official PyTorch implementation of the paper "Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors"

deep-learning disentangled-representations eccv2022 generative-model graph-neural-networks human-motion-prediction motion-forecasting motion-prediction pytorch

Last synced: 10 Nov 2024

https://github.com/kaituoxu/X-Punctuator

A PyTorch implementation of a punctuation prediction system using (B)LSTM, which automatically adds suitable punctuation into text without punctuation.

lstm punctuation pytorch

Last synced: 14 Nov 2024

https://github.com/drkostas/3d-semantic-segmentation

Semantic Segmentation with Transformers on 3D Medical Images

deep-learning pytorch segfomer semantic-segmentation

Last synced: 28 Oct 2024

https://github.com/warner-benjamin/fastxtend

Train fastai models faster (and other useful tools)

deep-learning fastai machine-learning python pytorch

Last synced: 13 Nov 2024

https://github.com/Sirui-Xu/STARS

[ECCV 2022 oral] Official PyTorch implementation of the paper "Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors"

deep-learning disentangled-representations eccv2022 generative-model graph-neural-networks human-motion-prediction motion-forecasting motion-prediction pytorch

Last synced: 10 Nov 2024

https://github.com/thudm/multilingual-glm

The multilingual variant of GLM, a general language model trained with autoregressive blank infilling objective

deep-learning language-model nlp pytorch

Last synced: 14 Nov 2024

https://github.com/podgorskiy/vae

Example of vanilla VAE for face image generation at resolution 128x128 using pytorch.

autoencoder celeba celeba-dataset deep-learning deep-neural-networks deeplearning faces pytorch vae variational-autoencoder

Last synced: 12 Nov 2024

PyTorch Awesome Lists
Awesome-pytorch-list 704 awesome-semantic-segmentation-pytorch 35 Awesome-pytorch-list-CNVersion 692 awesome-colab-notebooks 525 CV-pretrained-model 103 awesome-AutoML-and-Lightweight-Models 150 openstl 43 Awesome-Denoise 164 ai4artists 286 arctic 34 awesome-cuda-and-hpc 427 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-max-mojo 183 awesome-fastai 42 awesome-ai-tools 526 free-pytorch-resources 72
PyTorch Categories
Blogs 450 Frameworks 277 Pytorch & related libraries 227 Pytorch & related libraries｜Pytorch & 相关库 216 Research 198 Tutorials 192 文本数据和NLP 182 Uncategorized 161 数据可视化 130 1.) Neural Architecture Search 123 机器学习框架 123 Blogposts :sparkle: 121 图像数据与CV 106 Learning Resources 103 Learning 101 模型的可解释性 99 Tutorials, books, & examples 96 Tutorials & books & examples｜教程 & 书籍 & 示例 94 Interactive Learning & Tools 94 超参数优化和AutoML 93