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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: 2024-11-15 00:24:09 UTC
- JSON Representation
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/RBirkeland/MVCNN-PyTorch
3d deep-learning neural-network pytorch resnet
Last synced: 28 Oct 2024
https://github.com/antoinebrl/torchextractor
Feature extraction made simple with torchextractor
feature-extraction machine-learning python3 pytorch
Last synced: 12 Oct 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/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/Tony-Y/cgnn
Crystal Graph Neural Networks
colab-notebook data-mining deep-learning graph-convolutional-networks graph-neural-networks graph-theory materials-science neural-networks oqmd pytorch
Last synced: 30 Oct 2024
https://github.com/g-research/fasttrackml
Experiment tracking server focused on speed and scalability
ai apache-spark data-science data-visualization experiment-tracking machine-learning metadata metadata-tracking metrics ml mlflow mlflow-tracking-server mlops pytorch tensorboard tensorflow visualization
Last synced: 31 Oct 2024
https://github.com/anibali/margipose
3D monocular human pose estimation
deep-learning pose-estimation pytorch
Last synced: 26 Oct 2024
https://github.com/TalSchuster/CrossLingualContextualEmb
Cross-Lingual Alignment of Contextual Word Embeddings
allennlp bert contextual-embeddings crosslingual elmo nlp pytorch wordembeddings zeroshot-learning
Last synced: 03 Aug 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/talschuster/crosslingualcontextualemb
Cross-Lingual Alignment of Contextual Word Embeddings
allennlp bert contextual-embeddings crosslingual elmo nlp pytorch wordembeddings zeroshot-learning
Last synced: 08 Nov 2024
https://github.com/Evgeneus/Graph-Domain-Adaptaion
PyTorch code for the paper "Curriculum Graph Co-Teaching for Multi-target Domain Adaptation" (CVPR2021)
cdan computer-vision coteaching curriculum-learning domain-adaptation domainnet graph-convolutional-networks graph-domain-adaptation graph-neural-networks mtdap office pacs pytorch
Last synced: 15 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/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/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/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
Last synced: 12 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/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/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/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/choyingw/cross-modal-perceptionist
CVPR 2022: Cross-Modal Perceptionist: Can Face Geometry be Gleaned from Voices?
3d 3d-models 3dmm biometrics cognitive-science computer-vision cross-modal-learning cvpr cvpr2022 deep-learning machine-learning pytorch speech speech-synthesis speech-to-face
Last synced: 06 Nov 2024
https://github.com/chenyuntc/scene-baseline
PyTorch baseline for AI challenger Scene classification
Last synced: 09 Nov 2024
https://github.com/notai-tech/fastdeploy
Deploy DL/ ML inference pipelines with minimal extra code.
deep-learning docker falcon gevent gunicorn http-server inference-server model-deployment model-serving python pytorch serving streaming-audio tensorflow-serving tf-serving torchserve triton triton-inference-server triton-server websocket
Last synced: 11 Oct 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/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/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/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/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/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/outerport/paramit
Parameterize Python scripts/notebooks all from the command line and run on cloud GPUs
ai aiops config experiment-tracking machine-learning metadata metadata-extraction metadata-tracking ml mlops python pytorch
Last synced: 16 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/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/toshas/torch-discounted-cumsum
Fast Discounted Cumulative Sums in PyTorch
discounted-cumulative-sum pytorch reinforce reinforcement-learning rl
Last synced: 16 Nov 2024
https://github.com/omegaml/omegaml
MLOps simplified. One platform, all the functionality you need. Swiss made
artificial-intelligence celery data-science deploy docker-image jupyter-notebook machine-learning mlops productized pytorch scikit-learn tensorflow
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/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/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/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/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/denisyarats/exorl
ExORL: Exploratory Data for Offline Reinforcement Learning
control datasets deep-learning exporation model-free mujoco off-policy offline-rl python pytorch reinforcement-learning unsupevised
Last synced: 03 Aug 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/aws-samples/aws-lambda-docker-serverless-inference
Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.
aws aws-lambda deep-java-library djl docker huggingface huggingface-transformers inference java machine-learning pytorch pytorch-models sagemaker scikit-learn serverless serverless-application-model tensor-flow tensorflow tensorflow-java xgboost
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/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/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/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/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/lyeoni/pytorch-mnist-vae
autoencoder deep-learning generative-model mnist pytorch vae
Last synced: 06 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/xunge/pytorch_lmdb_imagenet
Use lmdb to speed up imagenet dataset
Last synced: 15 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/mratsim/arch-data-science
Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision
archlinux cuda cudnn data-science deep-learning lightgbm machine-learning mkl mxnet natural-language-processing natural-language-understanding nervana opencv package pandas pytorch scikit-learn spacy tensorflow xgboost
Last synced: 09 Nov 2024
https://github.com/mratsim/Arch-Data-Science
Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision
archlinux cuda cudnn data-science deep-learning lightgbm machine-learning mkl mxnet natural-language-processing natural-language-understanding nervana opencv package pandas pytorch scikit-learn spacy tensorflow xgboost
Last synced: 07 Aug 2024
https://github.com/JunlinHan/YOCO
Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.
cifar10 cifar100 classification computer-vision contrastive-learning data-augmentation data-augmentation-strategies data-augmentations icml imagenet imagenet-classifier instance-segmentation object-detection pytorch rain-removal super-resolution
Last synced: 23 Aug 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/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/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/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/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/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/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/zllrunning/hand-detection.pytorch
FaceBoxes for hand detection in PyTorch
cnn egohands-dataset hand-detection object-detection pytorch
Last synced: 08 Nov 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/kaylode/vehicle-counting
Vehicle counting using Pytorch
deepsort machine-learning object-detection object-tracking pytorch vehicle-counting vehicle-tracking yolov5
Last synced: 09 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/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/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: 02 Nov 2024
https://github.com/kamalkraj/stable-diffusion-tritonserver
Deploy stable diffusion model with onnx/tenorrt + tritonserver
deploy docker fp16 inference machine-learning nvidia onnx python3 pytorch stablediffusion tensorrt tensorrt-inference transformers triton-inference-server
Last synced: 07 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/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/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/dagshub/client
DagsHub client libraries
ai data data-science data-streaming dvc hacktoberfest hacktoberfest2023 keras machine-learning machinelearning mlops python pytorch tensorflow
Last synced: 22 Oct 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/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/polyaxon/mloperator
Machine learning operator & controller for Kubernetes
dask deep-learning k8s keras kubernetes kubernetes-operator machine-learning mlops mpi mxnet notebook pytorch scikit-learn spark tensorboard tensorflow xgboost
Last synced: 13 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/gle-bellier/flow-matching
Annotated Flow Matching paper
deep-learning flow-matching generative-ai machine-learning pytorch pytorch-lightning
Last synced: 16 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/sony/san
PyTorch implementation of slicing adversarial network (SAN)
deep-generative-model gan generative-model machine-learning optimal-transport pytorch sliced-wasserstein-distance wasserstein-distance
Last synced: 15 Nov 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/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/masadcv/fastgeodis
Fast Implementation of Generalised Geodesic Distance Transform for CPU (OpenMP) and GPU (CUDA)
Last synced: 14 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/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/layerai-archive/sdk
Metadata store for Production ML
collaboration data-science data-versioning deep-learning experiment-tracking hyperparameter-optimization hyperparameter-tuning keras machine-learning mlops model-versioning python pytorch reinforcement-learning sklearn tensorflow
Last synced: 26 Sep 2024
https://github.com/amdegroot/pytorch-containers
Torch Containers simplified in PyTorch
autograd complex-architectures pytorch pytorch-containers torch
Last synced: 14 Nov 2024
https://github.com/mlabonne/graph-neural-network-course
Free hands-on course about Graph Neural Networks using PyTorch Geometric.
deep-learning graph-attention-networks graph-convolutional-networks graph-neural-networks neural-network pytorch pytorch-geometric
Last synced: 08 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/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/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/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/Haiyang-W/CAGroup3D
[NeurIPS2022] This is the official code of "CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds".
3d-object-detection pytorch scannet-dataset sunrgbd
Last synced: 28 Oct 2024