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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/lonepatient/bert-chinese-text-classification-pytorch

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

bert chinese chinese-text-classification nlp pytorch text-classification

Last synced: 06 Nov 2024

https://github.com/ritchieng/eigenvectors-from-eigenvalues

PyTorch implementation comparison of old and new method of determining eigenvectors from eigenvalues.

colab determining-eigenvectors eigenvalues eigenvectors pytorch

Last synced: 01 Nov 2024

https://github.com/osai-ai/dokai

Collection of Docker images for ML/DL and video processing projects

cuda deep-learning docker docker-image ffmpeg opencv python pytorch tensorrt video-processing

Last synced: 05 Nov 2024

https://github.com/pytomography/pytomography

This repository enables easy and fast medical image reconstruction in Python.

image-reconstruction medical-imaging nuclear-medicine python pytorch quantitative-imaging spect

Last synced: 14 Nov 2024

https://github.com/blaisewf/rvc-cli

🚀 RVC + UVR = A perfect set of tools for voice cloning, easily and free!

ai api cli deep-learning pytorch rvc vc vits voice voice-conversion voiceconversion

Last synced: 12 Nov 2024

https://github.com/mzaradzki/factorization-machine-for-prediction

Factorization Machine for regression and classification

keras machine-learning python pytorch theano

Last synced: 10 Aug 2024

https://github.com/anibali/margipose

3D monocular human pose estimation

deep-learning pose-estimation pytorch

Last synced: 26 Oct 2024

https://github.com/openvinotoolkit/openvino_contrib

Repository for OpenVINO's extra modules

arm inference-engine java nvidia-gpu openvino pytorch

Last synced: 27 Oct 2024

https://github.com/slydg/gru_to_predict_timeseries

使用pytorch搭建的循环神经网络在股票数据时间序列上的应用

gru python3 pytorch sklearn

Last synced: 12 Nov 2024

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

MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.

ai ai-application-deployment ai-application-development deep-learning dicom fhir guidelines healthcare inference machine-learning medical-imaging ml-platform mlops monai open-standard pathology python pytorch radiology

Last synced: 14 Nov 2024

https://github.com/tiskw/random-fourier-features

Implementation of random Fourier features for kernel method, like support vector machine and Gaussian process model

gaussian-processes machine-learning principal-component-analysis python pytorch support-vector-machines

Last synced: 27 Oct 2024

https://github.com/xettrisomeman/machine-leaarning-engineer-roadmap

A simple roadmap to become a machine learning engineer.

deep-learning machine-learning numpy pytorch roadmap

Last synced: 28 Oct 2024

https://github.com/harry24k/pgd-pytorch

A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"

adversarial-attacks deep-learning pytorch

Last synced: 06 Nov 2024

https://github.com/guanyingc/ps-fcn

Learning Based Calibrated Photometric Stereo for Non-Lambertian Surface (ECCV 2018)

convolutional-networks non-lambertian photometric-stereo pytorch

Last synced: 15 Nov 2024

https://github.com/gengyanlei/segmentation_pytorch

semantic segmentation pytorch 语义分割

deeplab-v3-plus hed hf-fcn pspnet pytorch unet

Last synced: 29 Oct 2024

https://github.com/chenyuntc/scene-baseline

PyTorch baseline for AI challenger Scene classification

image-classification pytorch

Last synced: 09 Nov 2024

https://github.com/chail/gan-ensembling

Invert and perturb GAN images for test-time ensembling

generative-adversarial-network image-classfication image-synthesis pytorch

Last synced: 15 Nov 2024

https://github.com/tjiiv-cprg/monorun

[CVPR'21] MonoRUn: Monocular 3D Object Detection by Reconstruction and Uncertainty Propagation

3d-object-detection cvpr detection monocular pytorch reconstruction uncertainty

Last synced: 09 Nov 2024

https://github.com/haofanwang/accurate-head-pose

Pytorch code for Hybrid Coarse-fine Classification for Head Pose Estimation

head-pose-estimation headpose pytorch

Last synced: 07 Nov 2024

https://github.com/wchliao/multi-task-image-classification

Multi-task learning for image classification implemented in PyTorch.

cifar-100 cifar10 deep-learning machine-learning multi-task-learning omniglot pytorch

Last synced: 15 Nov 2024

https://github.com/doocs/deep-learning

🙃 深度学习实践与知识总结

ai deep-learning deep-neural-networks doocs pytorch tensorflow

Last synced: 30 Oct 2024

https://github.com/openpifpaf/openpifpafwebdemo

Web browser based demo of OpenPifPaf.

ml-web onnx onnx-torch pose-estimation pytorch typescript

Last synced: 06 Nov 2024

https://github.com/JinheonBaek/GMT

Official Code Repository for the paper "Accurate Learning of Graph Representations with Graph Multiset Pooling" (ICLR 2021)

graph graph-classification graph-multiset-pooling graph-multiset-transformer graph-neural-networks graph-pooling graph-reconstruction graph-representation graph-representation-learning graph-transformer pytorch

Last synced: 08 Aug 2024

https://github.com/ajhamdi/MVTN

pytorch implementation of the ICCV'21 paper "MVTN: Multi-View Transformation Network for 3D Shape Recognition"

3d 3d-models classification deep-learning iccv2021 point-cloud pytorch

Last synced: 28 Oct 2024

https://github.com/shyamsn97/hyper-nn

Easy Hypernetworks in Pytorch and Jax

flax hypernetworks jax machine-learning neural-networks pytorch

Last synced: 07 Nov 2024

https://github.com/xuyxu/soft-decision-tree

PyTorch Implementation of "Distilling a Neural Network Into a Soft Decision Tree." Nicholas Frosst, Geoffrey Hinton., 2017.

classification-trees decision-tree deep-learning pytorch tree

Last synced: 08 Nov 2024

https://github.com/zeta36/muzero

A simple implementation of MuZero algorithm for connect4 game

deepmind jupyter-notebook muzero python pytorch

Last synced: 02 Nov 2024

https://github.com/yinboc/trans-inr

Transformers as Meta-Learners for Implicit Neural Representations, in ECCV 2022

implicit-neural-representation machine-learning meta-learning pytorch transformer

Last synced: 08 Nov 2024

https://github.com/kunhe/FastAP-metric-learning

Code for CVPR 2019 paper "Deep Metric Learning to Rank"

cvpr deep-metric-learning learning-to-rank matconvnet metric-learning pytorch

Last synced: 15 Nov 2024

https://github.com/Torsion-Audio/nn-inference-template

Neural network inference template for real-time cricital audio environments - presented at ADC23

audio audio-plugin deep-learning inference inference-engine juce libtorch machine-learning neural-network onnx onnxruntime pytorch tensorflow tensorflow-lite

Last synced: 14 Nov 2024

https://github.com/eveningglow/multitask-CycleGAN

Pytorch implementation of multitask CycleGAN with auxiliary classification loss

computer-vision cyclegan deep-learning gan generative-adversarial-network image-translation pytorch

Last synced: 15 Nov 2024

https://github.com/glefundes/mobile-face-gaze

Lightweight gaze estimation with PyTorch.

deep-learning gaze gaze-estimation pytorch

Last synced: 27 Oct 2024

https://github.com/eric-ai-lab/PEViT

Official implementation of AAAI 2023 paper "Parameter-efficient Model Adaptation for Vision Transformers"

fine-tuning image-classification parameter-efficient-tuning pytorch vision-transformer

Last synced: 05 Nov 2024

https://github.com/aws/sagemaker-distribution

A set of Docker images that include popular frameworks for machine learning, data science and visualization.

aws docker jupyter python pytorch sagemaker tensorflow

Last synced: 07 Oct 2024

https://github.com/ice-tong/pytorch-captcha

使用pytorch搭建cnn识别验证码

captcha-breaking pytorch pytorch-cnn pytorch-tutorial

Last synced: 30 Oct 2024

https://github.com/takuseno/minerva

An out-of-the-box GUI tool for offline deep reinforcement learning

deep-learning deep-reinforcement-learning offline-rl pytorch

Last synced: 15 Nov 2024

https://github.com/lromul/ball-action-spotting

SoccerNet@CVPR | 1st place solution for Ball Action Spotting Challenge 2023

action-recognition action-spotting deep-learning football pytorch soccer soccernet video video-processing

Last synced: 01 Nov 2024

https://github.com/xunge/pytorch_lmdb_imagenet

Use lmdb to speed up imagenet dataset

imagenet lmdb pytorch

Last synced: 15 Nov 2024

https://github.com/tri-ml/dgp

ML Dataset Governance Policy for Autonomous Vehicle Datasets

autonomous-driving data-management deep-learning machine-learning pytorch

Last synced: 13 Nov 2024

https://github.com/nitin-rathi/hybrid-snn-conversion

Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation

ann-snn-conversion backpropagation-algorithm deep-learning pytorch snn spiking-neural-networks

Last synced: 12 Nov 2024

https://github.com/orobix/visual-feature-attribution-using-wasserstein-gans-pytorch

Implementation of Visual Feature Attribution using Wasserstein GANs (VAGANs, https://arxiv.org/abs/1711.08998) in PyTorch

anomaly-detection cnn gan python pytorch vgan

Last synced: 11 Nov 2024

https://github.com/jkoutsikakis/pytorch-wrapper

Provides a systematic and extensible way to build, train, evaluate, and tune deep learning models using PyTorch.

data-science deep-learning machine-learning neural-network python pytorch pytorch-wrapper tensor

Last synced: 07 Aug 2024

https://github.com/thunlp/re-context-or-names

Bert-based models(BERT, MTB, CP) for relation extraction.

bert contrastive-learning pretrain pytorch relation-extraction

Last synced: 10 Nov 2024

https://github.com/roman-vygon/triplet_loss_kws

Learning Efficient Representations for Keyword Spotting with Triplet Loss

deep-learning keyword-spotting pytorch speech-recognition

Last synced: 03 Nov 2024

https://github.com/LBM-EPFL/PeSTo

Geometric deep learning method to predict protein binding interfaces from a protein structure.

deep-learning geometric-deep-learning protein-binding-site protein-protein-interface protein-structure pytorch

Last synced: 12 Nov 2024

https://github.com/donydchen/fmpn-fer

😁[VCIP'19 Oral] Official PyTorch Implementation of Facial Motion Prior Networks for Facial Expression Recognition

expression facial-expression-recognition pytorch vcip-2019

Last synced: 09 Nov 2024

https://github.com/hpcaitech/CachedEmbedding

A memory efficient DLRM training solution using ColossalAI

colossal-ai deep-learning dlrm embeddings nlp pytorch recommandation-system

Last synced: 07 Nov 2024

https://github.com/epwalsh/nlp-models

NLP research experiments, built on PyTorch within the AllenNLP framework.

allennlp nlp pytorch pytorch-nlp

Last synced: 01 Nov 2024

https://github.com/maxhalford/pytorch-resample

🎲 Iterable dataset resampling in PyTorch

imbalanced-learning oversampling pytorch resampling undersampling

Last synced: 02 Nov 2024

https://github.com/sophiefy/StellaVoiceChanger

Deep-learning-based voice changer, supporting local inference.

deep-learning python pytorch voice-conversion

Last synced: 03 Aug 2024

https://github.com/lonepatient/electra_pytorch

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

bert deeplearning electra glue language-model nlp pytorch

Last synced: 06 Nov 2024

https://github.com/MaxHalford/pytorch-resample

🎲 Iterable dataset resampling in PyTorch

imbalanced-learning oversampling pytorch resampling undersampling

Last synced: 15 Nov 2024

https://github.com/zhiyiYo/Alpha-Gobang-Zero

A gobang robot based on reinforcement learning.

alphazero gobang pyqt5 pytorch reinforcement-learning

Last synced: 14 Nov 2024

https://github.com/thudm/grb

Graph Robustness Benchmark: A scalable, unified, modular, and reproducible benchmark for evaluating the adversarial robustness of Graph Machine Learning.

adversarial-attacks deep-learning graph-neural-networks machine-learning pytorch

Last synced: 14 Nov 2024

https://github.com/zhiyiyo/alpha-gobang-zero

A gobang robot based on reinforcement learning.

alphazero gobang pyqt5 pytorch reinforcement-learning

Last synced: 27 Oct 2024

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

73.6% GhostNet 1.0x pre-trained model on ImageNet

ghostnet imagenet mobilenetv3 pretrained-models pytorch reproduction

Last synced: 07 Nov 2024

https://github.com/kevinzakka/ibc

A PyTorch implementation of Implicit Behavioral Cloning

behavioral-cloning deep-learning energy-based-model pytorch robotics

Last synced: 28 Oct 2024

https://github.com/soulteary/docker-stable-diffusion-taiyi

带 Web UI 的 Docker taiyi (太乙)，中文 Stable Diffusion WebUI 一键运行环境。

docker pytorch stable-diffusion taiyi webui

Last synced: 02 Nov 2024

https://github.com/masadcv/fastgeodis

Fast Implementation of Generalised Geodesic Distance Transform for CPU (OpenMP) and GPU (CUDA)

deep-learning gpu pytorch

Last synced: 14 Nov 2024

https://github.com/oaid/tengine-convert-tools

Tengine Convert Tool supports converting multi framworks' models into tmfile that suitable for Tengine-Lite AI framework.

artificial-intelligence cnn dnn mxnet onnx pytorch tensorflow

Last synced: 05 Nov 2024

https://github.com/lxc86739795/human_vehicle_parsing_platform

A pytorch codebase for human parsing and vehicle parsing

codebase human parsing person pytorch segmentation vehicle vehicleid veri-wild veri776

Last synced: 08 Nov 2024

https://github.com/young-geng/cql

Conservative Q Learning on top of SAC

pytorch reinforcement-learning

Last synced: 06 Nov 2024

https://github.com/Coderx7/SimpleNet

This repository contains the architectures, Models, logs, etc pertaining to the SimpleNet Paper (Lets keep it simple: Using simple architectures to outperform deeper architectures )

cnn-model cnn-pytorch convolutional-neural-networks deep-learning fast-net image-classification imagenet pytorch simplenet

Last synced: 05 Nov 2024

https://github.com/huangtinglin/MixGCF

MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021

graph-neural-network information-retrieval negative-sampling network-embedding pytorch recommender-system

Last synced: 08 Aug 2024

https://github.com/alldbi/SuperMix

Pytorch implementation of CVPR2021 paper: SuperMix: Supervising the Mixing Data Augmentation

augmentation cvpr2021 deep-learning distillation pytorch saliency-detection supervised

Last synced: 13 Nov 2024

https://github.com/TuragaLab/DECODE

This is the official implementation of our publication "Deep learning enables fast and dense single-molecule localization with high accuracy" (Nature Methods)

deep-learning gpu high-density localization-microscopy microscopy pytorch smlm

Last synced: 14 Nov 2024

https://github.com/drivendataorg/zamba

A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos

animals camera-traps chimps cli conservation deep-learning ecology gpu jungle machine-learning neural-network python pytorch pytorch-lightning video-processing videos

Last synced: 07 Nov 2024

https://github.com/sberbank-ai-lab/pytorch-lifestream

A library built upon PyTorch for building embeddings on discrete event sequences using self-supervision

machine-learning pytorch self-supervised-learning

Last synced: 07 Aug 2024

https://github.com/wassname/attentive-neural-processes

implementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)

anp anp-rnn attention attentive-neural-processes neural-processes prediction pytorch rnn uncertainty

Last synced: 08 Nov 2024

https://github.com/lantiga/pytorch2c

A Python module for compiling PyTorch graphs to C

compiled-graphs deep-learning graph python pytorch tensor

Last synced: 22 Oct 2024

https://github.com/turagalab/decode

This is the official implementation of our publication "Deep learning enables fast and dense single-molecule localization with high accuracy" (Nature Methods)

deep-learning gpu high-density localization-microscopy microscopy pytorch smlm

Last synced: 02 Oct 2024

https://github.com/amrzhd/mriskullstripping

Developing a UNet3D model for accurate MRI skull stripping using the Calgary Campinas 359 dataset, enhancing neuroimaging preprocessing workflows.

biomedical-image-processing image-segmentation monai mri mri-images nibabel python pytorch unet unet-image-segmentation

Last synced: 10 Oct 2024

https://github.com/buxihuo/OW-YOLO

Detect known and unknown objects in the open world（具有区分已知与未知能力的全新检测器））

autolabel deep-learning object-detection open-world open-world-detection pytorch unknown yolo yolov5 yolov8

Last synced: 09 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 511 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 Interactive Learning & Tools 94 Tutorials & books & examples｜教程 & 书籍 & 示例 94 超参数优化和AutoML 93