Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
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: 2024-07-29 13:55:27 UTC
- JSON Representation
https://github.com/h3lio5/linguistic-style-transfer-pytorch
Implementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch
acl adversarial-learning disentangled-representations disentanglement latent-representations natural-language-generation pytorch style-transfer text-style-transfer variational-autoencoder
Last synced: 07 Aug 2024
https://github.com/labbeti/aac-datasets
Audio Captioning datasets for PyTorch.
audio audio-captioning caption captioning dataset datasets deep-learning pytorch
Last synced: 26 Sep 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: 26 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: 31 Jul 2024
https://github.com/leehanchung/cs182
Berkeley CS182/282A Designing, Visualizing and Understanding Deep Neural Networks
berkeley cnn cs182 cs231n cs231n-assignment natural-language-processing nlp pytorch reinforcement-learning tensorflow transformer
Last synced: 31 Jul 2024
https://github.com/matifali/dockerdl
Deep Learning Docker Image
cuda deep-learning docker jupyter numpy python pytorch tensorflow
Last synced: 31 Jul 2024
https://github.com/shashankvkt/AlignMixup_CVPR22
Official Implementation of AlignMixup - CVPR 2022
alignment augmentation cvpr2022 deep-learning mixup optimal-transport pytorch
Last synced: 02 Aug 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: 02 Aug 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: 03 Aug 2024
https://github.com/kadirnar/yolov5-strongsort
Minimal PyTorch implementation of YOLOv5 and StrongSort
artificial-intelligence computer-vision deep-learning deep-sort object-detection object-tracker pytorch strongsort
Last synced: 02 Aug 2024
https://github.com/TissueImageAnalytics/cerberus
One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification
computational-pathology deep-learning multi-task-learning python pytorch
Last synced: 02 Aug 2024
https://github.com/moskomule/pytorch.rl.learning
for learning reinforcement learning using PyTorch.
pytorch reinforcement-learning
Last synced: 03 Aug 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: 03 Aug 2024
https://github.com/pytorch-labs/torchfix
TorchFix - a linter for PyTorch-using code with autofix support
flake8 flake8-plugin linter python pytorch static-analysis static-code-analysis
Last synced: 03 Aug 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: 02 Aug 2024
https://github.com/Fangyh09/Image2LMDB
Convert image folder to lmdb, adapted from Efficient-PyTorch
Last synced: 03 Aug 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: 31 Jul 2024
https://github.com/saforem2/l2hmc-qcd
Application of the L2HMC algorithm to simulations in lattice QCD.
deep-learning deepspeed gauge-theory hamiltonian-monte-carlo hmc horovod hydra lattice lattice-qcd machine-learning mcmc monte-carlo pytorch tensorflow
Last synced: 31 Jul 2024
https://github.com/rahulunair/stable_diffusion_arc
Stable Difussion inference on Intel Arc dGPUs
intel intel-arc intel-gpu-max intelgpu ipex itex pytorch stable-diffusion stable-diffusion-api tensorflow
Last synced: 01 Aug 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: 31 Jul 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: 05 Aug 2024
https://github.com/udbhavprasad072300/transformer-implementations
Library - Vanilla, ViT, DeiT, BERT, GPT
pytorch transformer-implementations transformers vision-transformers
Last synced: 26 Sep 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: 27 Sep 2024
https://github.com/gngdb/pytorch-minimize
Use scipy.optimize.minimize as a PyTorch Optimizer.
Last synced: 24 Sep 2024
https://github.com/hunto/image_classification_sota
Training ImageNet / CIFAR models with sota strategies and fancy techniques such as ViT, KD, Rep, etc.
cifar image-classification imagenet kd nas pruning pytorch rep transformer vit
Last synced: 03 Aug 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: 27 Sep 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: 03 Aug 2024
https://github.com/electronicvisions/norse
Deep learning for spiking neural networks
deep-learning machine-learning neuromorphic-computing python pytorch spiking-neural-networks tensors
Last synced: 02 Aug 2024
https://github.com/EMUNES/Auto-Subtitle-File-Generation
Generate subtitle files with timelines in an automatic way.
automatic deep-learning generator pytorch subtitles
Last synced: 04 Aug 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: 01 Aug 2024
https://github.com/kir486680/csgo_aim
Aim assist for CSGO with python and yolo
aimbot cheats counter-strike-global-offensive csgo darknet deep-learning games neural-network object-detection python pytorch tensorflow tkinter yolov3 yolov3-darknet yolov3-tiny yolov5
Last synced: 02 Aug 2024
https://github.com/ProGamerGov/dream-creator
Quickly and easily create / train a custom DeepDream model
color-decorrelation computer-vision dataset-creation deep-dream deepdream deepdream-model dream-creator googlenet googlenet-model inception inception-v1 pretrained-models pytorch pytorch-deepdream spatial-decorrelation tiling visualization
Last synced: 03 Aug 2024
https://github.com/QY-H00/attention-interpolation-diffusion
Interpolation Between Text-to-Image Generation!
deep-learning diffusion image-interpolation pytorch stable-diffusion text-to-image-generation
Last synced: 31 Jul 2024
https://github.com/granularai/fabric
Urban change model designed to identify changes across 2 timestamps
change-detection cnn deep-learning pytorch satellite-imagery sentinel-2 unet unet-3d
Last synced: 01 Aug 2024
https://github.com/tonyduan/diffusion
From-scratch diffusion model implemented in PyTorch.
diffusion generative-models pytorch
Last synced: 31 Jul 2024
https://github.com/cthoyt/class-resolver
🔍 Lookup classes and instantiate them with style
Last synced: 03 Aug 2024
https://github.com/ramon-oliveira/aorun
Deep Learning over PyTorch
bayesian-inference deeplearning neural-networks pytorch
Last synced: 03 Aug 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.
Last synced: 03 Aug 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: 24 Sep 2024
https://github.com/ap229997/Conditional-Batch-Norm
Pytorch implementation of NIPS 2017 paper "Modulating early visual processing by language"
cbn modulated-resnet pytorch vqa
Last synced: 03 Aug 2024
https://github.com/lukasliebel/dfc2020_baseline
Simple Baseline for the IEEE GRSS Data Fusion Contest 2020
deep-learning earth-observation pytorch remote-sensing
Last synced: 07 Aug 2024
https://github.com/lwch/gotorch
golang libtorch binding
deep-learning go gpu libtorch mlp pytorch
Last synced: 27 Sep 2024
https://github.com/argonne-lcf/dlio_benchmark
An I/O benchmark for deep Learning applications
artificial-intelligence data-management deep-learning pytorch storage tensorflow
Last synced: 27 Sep 2024
https://github.com/sjmikler/pytorch-symbolic
Provides symbolic API for model creation in PyTorch.
deep-learning neural-networks pytorch
Last synced: 26 Sep 2024
https://github.com/sberbank-ai-lab/RePlay
RecSys Library
machine-learning pyspark pytorch recommender-systems recsys
Last synced: 07 Aug 2024
https://github.com/moskomule/anatome
Ἀνατομή is a PyTorch library to analyze representation of neural networks
neural-networks pytorch pytorch-library representation-learning
Last synced: 03 Aug 2024
https://github.com/Confusezius/ICCV2019_MIC
(ICCV 2019) This repo contains code for "MIC: Mining Interclass Characteristics for Improved Metric Learning", which proposes an auxiliary training task to explain away intra-class variations.
cars196 computer-vi cub200 deep-lear deep-metric-learning metric- pku-vehicle pytorch shop-clothes-retrieval
Last synced: 03 Aug 2024
https://github.com/LiyuanLucasLiu/Torch-Scope
A Toolkit for Training, Tracking, Saving Models and Syncing Results
gpu-memory logger pytorch tensorboard toolkit
Last synced: 03 Aug 2024
https://github.com/sungyubkim/GBML
A collection of Gradient-Based Meta-Learning Algorithms with pytorch
cavia few-shot-learning gradient-based-meta-learning implicit-maml maml meta-learning meta-learning-algorithms neumann-approximation pytorch reptile
Last synced: 03 Aug 2024
https://github.com/MrtnMndt/OpenVAE_ContinualLearning
Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition
continual-learning deep-learning open-set-recognition pytorch variational-autoencoder
Last synced: 03 Aug 2024
https://github.com/fregu856/ebms_3dod
Official implementation of "Accurate 3D Object Detection using Energy-Based Models", CVPR Workshops 2021.
3d-object-detection computer-vision deep-learning energy-based-model machine-learning object-detection pytorch
Last synced: 31 Jul 2024
https://github.com/leftthomas/DGCNN
A PyTorch implementation of DGCNN based on AAAI 2018 paper "An End-to-End Deep Learning Architecture for Graph Classification"
gcn gnn graph graph-classification graph-convolutional-networks pytorch
Last synced: 31 Jul 2024
https://github.com/AlejandroBarrera/birdnet2
Official Pytorch implementation of Birdnet+
autonomous-driving deep-learning neural-network object-detection point-cloud pytorch
Last synced: 31 Jul 2024
https://github.com/MzeroMiko/mamba-mini
An efficient pytorch implementation of selective scan in one file, works with both cpu and gpu, with corresponding mathematical derivation. It is probably the code which is the most close to selective_scan_cuda in mamba.
efficient mamba pytorch selective-scan
Last synced: 31 Jul 2024
https://github.com/swyoon/pytorch-minimal-gaussian-process
A minimal implementation of Gaussian process regression in PyTorch
gaussian-process gaussian-process-regression gaussian-processes pytorch
Last synced: 02 Aug 2024
https://github.com/abdoelsayed2016/TNCR_Dataset
Deep learning, Convolutional neural networks, Image processing, Document processing, Table detection, Page object detection, Table classification. https://www.sciencedirect.com/science/article/pii/S0925231221018142
classification cnn convolutional-neural-networks deep-learning image-classification mmdetection object-detection object-recognition pytorch table table-detection table-recognition
Last synced: 03 Aug 2024
https://github.com/diditforlulz273/PokerRL-Omaha
Omaha Poker functionality+some features for PokerRL Reinforcement Learning card framwork
cfr counterfactual-regret-minimization deep-learning monte-carlo-tree-search omaha-poker poker-bot pytorch reinforcement-learning reinforcement-learning-algorithms
Last synced: 31 Jul 2024
https://github.com/threedle/3d-paintbrush
Local text-driven editing of 3D shapes with Cascaded Score Distillation
computer-graphics computer-vision deep-learning differentiable-rendering diffusion-models generative-ai machine-learning meshes neural-fields python pytorch research score-distillation texturing
Last synced: 01 Aug 2024
https://github.com/jw9730/hot
[NeurIPS'21] Higher-order Transformers for sets, graphs, and hypergraphs, in PyTorch
equivariance gnn graph hypergraph pytorch self-attention transformer
Last synced: 31 Jul 2024
https://github.com/Lightning-Universe/lightning-ColossalAI
Large Scale Distributed Model Training strategy with Colossal AI and Lightning AI
Last synced: 02 Aug 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: 02 Aug 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: 02 Aug 2024
https://github.com/baiksung/MeTAL
Official PyTorch implementation of "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning" (ICCV2021 Oral)
computer-vision deep-learning few-shot-learning iccv machine-learning maml meta-learning pytorch
Last synced: 03 Aug 2024
https://github.com/speediedan/finetuning-scheduler
A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.
artificial-intelligence fine-tuning finetuning machine-learning neural-networks pytorch pytorch-lightning superglue transfer-learning
Last synced: 01 Aug 2024
https://github.com/KushajveerSingh/resize_network_cv
PyTorch implementation of the paper "Learning to Resize Images for Computer Vision Tasks" on Imagenette and Imagewoof datasets
computer-vision pytorch pytorch-implementation pytorch-lightning
Last synced: 03 Aug 2024
https://github.com/youngfly11/LCMCG-PyTorch
AAAI2020-The official implementation of "Learning Cross-modal Context Graph for Visual Grounding"
Last synced: 04 Aug 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: 03 Aug 2024
https://github.com/hppRC/simple-simcse-ja
Exploring Japanese SimCSE
japanese pytorch sentence-embeddings sentence-transformers simcse transformers
Last synced: 03 Aug 2024
https://github.com/searchableai/kitanaqa
KitanaQA: Adversarial training and data augmentation for neural question-answering models
adversarial-attacks adversarial-training bert data-augmentation ml-automation natural-language-processing nlp pytorch question-answering transformer
Last synced: 25 Sep 2024
https://github.com/lab-cosmo/sphericart
Multi-language library for the calculation of spherical harmonics in Cartesian coordinates
geometric-deep-learning python pytorch spherical-harmonics
Last synced: 25 Sep 2024
https://github.com/mboudiaf/pytorch-meta-dataset
A non-official 100% PyTorch implementation of META-DATASET benchmark for few-shot classification
few-shot-classifcation few-shot-learning meta-dataset pytorch tfrecorddataset
Last synced: 03 Aug 2024
https://github.com/unixwzrd/oobabooga-macOS
Optimizing performance, building and installing packages required for oobabooga, AI and Data Science on Apple Silicon GPU. The goal is to optimize wherever possible, from the ground up.
blas journal llama-cpp-python macos numpy oobabooga pytorch
Last synced: 09 Aug 2024
https://github.com/Lee-Gihun/MixCo-Mixup-Contrast
(NeurIPS 2020 Workshop on SSL) Official Implementation of "MixCo: Mix-up Contrastive Learning for Visual Representation"
deep-learning mix-up pytorch self-supervised-learning
Last synced: 02 Aug 2024
https://github.com/saturncloud/dask-pytorch-ddp
dask-pytorch-ddp is a Python package that makes it easy to train PyTorch models on dask clusters using distributed data parallel.
computer-vision dask deep-learning distributed-computing machine-learning nlp pytorch
Last synced: 03 Aug 2024
https://github.com/k-h-ismail/dilated-convolution-with-learnable-spacings-pytorch
[ICLR 2023] "Dilated convolution with learnable spacings" Ismail Khalfaoui Hassani, Thomas Pellegrini and Timothée Masquelier
Last synced: 27 Sep 2024
https://github.com/aangelopoulos/conformal-risk
Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vision and natural language processing.
computer-vision conformal conformal-prediction natural-language-processing python pytorch pytorch-implementation uncertainty-estimation uncertainty-quantification
Last synced: 01 Aug 2024
https://github.com/sutd-visual-computing-group/dag-gans
Data Augmentation optimized for GAN
biggan cyclegan dag data-augmentation gan pytorch tensorflow
Last synced: 03 Aug 2024
https://github.com/0xangelo/raylab
Reinforcement learning algorithms in RLlib
bokeh deep-learning generative-models machine-learning model-based-rl normalizing-flows pytorch reinforcement-learning rllib streamlit
Last synced: 26 Sep 2024
https://github.com/kubeflow/code-intelligence
ML-Powered Developer Tools, using Kubeflow
deep-learning fastai flask kubeflow kubernetes machine-learning natural-language-processing nlp pytorch rest-api
Last synced: 25 Sep 2024
https://github.com/Scitator/catalyst-examples
Examples
computer-vision data-science deep-learning deep-neural-networks deep-reinforcement-learning machine-learning python pytorch
Last synced: 07 Aug 2024
https://github.com/ztxtech/Time-Evidence-Fusion-Network
Official implementation of "Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting" (https://arxiv.org/abs/2405.06419)
cuda deep-learning machine-learning macos neural-network neural-networks pytorch time-series time-series-analysis time-series-forecasting time-series-prediction uestc
Last synced: 01 Aug 2024
https://github.com/vexilligera/strokenet
a neural network that draws digits using strokes
deep-learning nodejs pytorch reinforcement-learning
Last synced: 02 Aug 2024
https://github.com/Abe404/root_painter
RootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation
biological-images deep-learning gui human-in-the-loop human-in-the-loop-machine-learning interactive-machine-learning interactive-segmentation interactive-training machine-teaching painter pytorch root root-painter segmentation
Last synced: 03 Aug 2024
https://github.com/customdiffusion360/custom-diffusion360
CustomDiffusion360: Customizing Text-to-Image Diffusion with Camera Viewpoint Control
camera-pose-control computer-vision customization generative-model pytorch stable-diffusion text-to-image
Last synced: 31 Jul 2024
https://github.com/ari-dasci/S-TSFE-DL
Time Series Feature Extraction using Deep Learning
cnn convolutional deep-learning feature-extraction keras lstm neural-networks python3 pytorch pytorch-lightning recurrent rnn tensorflow time-series
Last synced: 31 Jul 2024
https://github.com/loudinthecloud/dpwa
Distributed Learning by Pair-Wise Averaging
asynchronous-learning deep-learning distributed-systems gossiping neural-networks python pytorch sgd
Last synced: 03 Aug 2024
https://github.com/Toytiny/RaFlow
Self-Supervised Scene Flow Estimation with 4-D Automotive Radar (RA-L & IROS'22)
automotive-radar autonomous-driving deep-learning point-cloud pytorch scene-flow-estimation self-supervised
Last synced: 31 Jul 2024
https://github.com/byminji/SLTtrack
Official Implementation of Towards Sequence-Level Training for Visual Tracking (ECCV 2022)
eccv2022 pytorch reinforcement-learning single-object-tracking sot tracking visual-tracking vot
Last synced: 01 Aug 2024
https://github.com/xierc/Semi_Human_Pose
[ICCV-2021] An Empirical Study of the Collapsing Problem in Semi-Supervised 2D Human Pose Estimation
consistency-regularization human-pose-estimation pytorch semi-supervised-learning
Last synced: 08 Aug 2024
https://github.com/Novartis/torchsurv
Deep survival analysis made easy
deep-learning pytorch survival-analysis
Last synced: 26 Sep 2024
https://github.com/OIdiotLin/torchtracer
A python package for visualization and storage management in a pytorch AI task.
lab machine-learning pytorch tools
Last synced: 03 Aug 2024
https://github.com/dsgiitr/adversarial_lab
Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.
adversarial-attacks computer-vision flask html-css-javascript imagenet machine-learning python pytorch visualization
Last synced: 02 Aug 2024
https://github.com/angeluriot/Generative_adversarial_network
A deep learning model that can create high quality images by training on a dataset.
deep-learning gan generative-ai pytorch
Last synced: 01 Aug 2024
https://github.com/csiro-robotics/TCE
This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).
action-recognition computer-vision contrastive-learning contrastive-loss deep-learning embeddings hmdb51 kinetics-datasets metric-learning pytorch representation-learning self-supervised-learning tsne-visualisations ucf-101
Last synced: 02 Aug 2024
https://github.com/francois-rozet/torchist
NumPy-style histograms in PyTorch
Last synced: 03 Aug 2024
https://github.com/Harry24k/CW-pytorch
A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"
adversarial-attacks deep-learning pytorch
Last synced: 01 Aug 2024
https://github.com/ParitoshParmar/MTL-AQA
What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment [CVPR 2019]
action-quality-assessment action-recognition c3d captioning dilated-c3d dilated-convolution fine-grained-action-recognition fine-grained-classification lstm mtl-aqa multitask-learning pytorch representation-learning video-captioning video-processing video-understanding
Last synced: 01 Aug 2024