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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/yl-jiang/YOLOSeries
YOLO Series
anchor-based anchor-free deep-learning fcos focal-loss fpn object-detection python3 pytorch pytorch-implementation retinanet yolo yolov5 yolov7 yolov8 yolox
Last synced: 02 Aug 2024
https://github.com/Lucasc-99/PackNet-Continual-Learning
The PackNet Continual Learning Method in Pytorch
continual-learning deep-learning machine-learning pytorch
Last synced: 03 Aug 2024
https://github.com/anshulpaigwar/Pointwise-Convolutional-Neural-Network
PyTorch implementation of Pointwise Convolutional Neural Networks in CVPR 2018.
3d object-detection point-cloud pointwise pytorch pytorch-implementation
Last synced: 31 Jul 2024
https://github.com/arnabdeypolimi/Image-classification-PyTorch-MLflow
Image classification using Transfer learning technique. Updated and added mlflow with PyTorch fine-tune tutorial
densenet fine-tuning image-classification imageclassification inceptionv3 mlflow mlflow-pytorch python pytorch resnet squeezenet torchvision transfer-learning vgg16
Last synced: 03 Aug 2024
https://github.com/leofansq/FII-CenterNet
[IEEE TVT] FII-CenterNet: an anchor-free detector with foreground attention for traffic object detection
anchor-free foreground object-detection pytorch
Last synced: 30 Jul 2024
https://github.com/RyanCCC/yolo-series
YOLO算法的实现
computer-vision deep-learning object-detection object-tracking pytorch tensorflow yolo
Last synced: 02 Aug 2024
https://github.com/thbuerg/NeuralCVD
🫀 Code for "Neural network-based integration of polygenic and clinical information: Development and validation of a prediction model for 10 year risk of major adverse cardiac events in the UK Biobank cohort" 🫀
cardiovascular-disease pytorch pytorch-lightning risk-modeling survival-analysis time-to-event ukbiobank
Last synced: 01 Aug 2024
https://github.com/jrieke/traintool
🔧 Train off-the-shelf machine learning models in one line of code
deep-learning machine-learning neural-network python pytorch sklearn tensorflow
Last synced: 03 Aug 2024
https://github.com/Yangyangii/MachineLearningTutorial
Tutorial for machine learning with python
keras-tutorials pytorch pytorch-gan pytorch-tutorial tensorflow-tutorials
Last synced: 07 Aug 2024
https://github.com/ylsung/lightning-semi-supervised-learning
Implementation of semi-supervised learning using PyTorch Lightning
mixmatch pytorch pytorch-lightning semi-supervised-learning
Last synced: 03 Aug 2024
https://github.com/ma7dev/cookiecutter-pytorch-lightning
Cookiecutter PyTorch Lightning
cookiecutter cookiecutter-template pytest pytorch pytorch-lightning wandb
Last synced: 03 Aug 2024
https://github.com/elnino9ykl/DS-PASS
Detail-Sensitive Panoramic Annular Semantic Segmentation
attention attention-connection ds-pass mapillary-vistas panorama-semantic-segmentation panoramic-segmentation panoramic-semantic-segmentation pytorch real-time-semantic-segmentation swaftnet
Last synced: 31 Jul 2024
https://github.com/sparks-baird/CrabNet
Predict materials properties using only the composition information!
attention-is-all-you-need attention-mechanism machine-learning materials-discovery materials-genome materials-informatics materials-science materials-screening predict-materials-properties python pytorch self-attention
Last synced: 18 Sep 2024
https://github.com/fostroll/junky
Layers, datasets and utilities for PyTorch
artificial-intelligence deep-learning machine-learning natural-language-processing nlp python pytorch
Last synced: 03 Aug 2024
https://github.com/ColorfulSoft/System.AI
Machine Learning and Data Analysis stack for .NET ecosystem
android artificial-intelligence dll dotnet dotnet-core dotnet-framework imageio imageio-framework imageio-net linux machine-learning mono neural-network pytorch torch torch-net torchvision windows
Last synced: 02 Aug 2024
https://github.com/oneapi-src/text-data-generation
AI Starter Kit for AI Unstructured Synthetic Data Generation using Intel® Extension for Pytorch
ai-starter-kit deep-learning pytorch
Last synced: 01 Aug 2024
https://github.com/samuelyu2002/PACS
Code and dataset release for "PACS: A Dataset for Physical Audiovisual CommonSense Reasoning" (ECCV 2022)
audiovisual commonsense-reasoning dataset multimodal pytorch question-answering
Last synced: 31 Jul 2024
https://github.com/karoly-hars/GAN_image_colorizing
Image colorization with generative adversarial networks on the CIFAR10 dataset.
artificial-intelligence batch-normalization cifar10 computer-vision deep-learning gan generative-adversarial-network image-colorization neural-networks pytorch spectral-normalization unet
Last synced: 03 Aug 2024
https://github.com/LukasHedegaard/datasetops
Fluent dataset operations, compatible with your favorite libraries
data-cleaning data-munging data-processing data-science data-wrangling dataset dataset-combinations deep-learning multiple-datasets pytorch tensorflow
Last synced: 03 Aug 2024
https://github.com/sharif1093/digideep
A Deep Reinforcement Learning (DeepRL) package for RL algorithm developers.
ddpg deep-reinforcement-learning dm-control openai-gym ppo pytorch reinforcement-learning sac
Last synced: 07 Aug 2024
https://github.com/AyushExel/DeepTorch
Implementation and tutorial of deep learning algorithms in pyTorch
deep-learning machine-learning machine-learning-algorithms machine-learning-library neural-network python pytorch pytorch-implmention pytorch-tutorial reinforcement-learning tutorial
Last synced: 03 Aug 2024
https://github.com/oneapi-src/traffic-camera-object-detection
AI Starter Kit for traffic camera object detection using Intel® Extension for Pytorch
ai-starter-kit deep-learning pytorch
Last synced: 01 Aug 2024
https://github.com/UCSB-NLP-Chang/ULD
Implementation of paper 'Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference'
large-language-models nlp pytorch transformers unlearning
Last synced: 31 Jul 2024
https://github.com/simonepri/varname-seq2seq
📄Source code variable naming using a seq2seq architecture
Last synced: 30 Jul 2024
https://github.com/nsidn98/PyThor
Template for projects in PyTorch powered with PyTorch Lightning, Telegrad and MLflow. Get updates on mobile and streamline PyTorch code for research.
deep-learning mlflow mlflow-pytorch neural-network pytorch pytorch-lightning reinforcement-learning research-and-development research-tool telegram-bot telegram-bot-api
Last synced: 03 Aug 2024
https://github.com/aniket-agarwal1999/vGraph-Pytorch
Implementation of the paper "vGraph: A Generative Model For Joint Community Detection and Node Representational Learning" under NeurIPS Reproducibility challenge 2019
deep-learning graphical-models nips-2019 pytorch representation-learning
Last synced: 31 Jul 2024
https://github.com/e96031413/AA-YOLO
The proposed Attention ALL-CNN Twin Head YOLO (AA -YOLO) outperforms the original YOLOv4-tiny on the COCO dataset by 3.3% and reduces the model parameters by 7.26%. Source code is at https://github.com/e96031413/AA-YOLO
aa-yolo darknet pytorch yolo yolov3 yolov4 yolov4-tiny
Last synced: 02 Aug 2024
https://github.com/ashleykleynhans/supir-docker
Docker image for SUPIR (Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild)
deep-learning diffusion-models docker docker-image llava pytorch pytorch-lightning restoration runpod sdxl stable-diffusion super-resolution upscaling
Last synced: 01 Aug 2024
https://github.com/strayMat/tag_serve
Deployable Neural Tagger implementation for Named Entity Recognition
bilstm-crf deep-learning docker-image flask flask-application machine-learning ner neural-network nlp pytorch tagger
Last synced: 03 Sep 2024
https://github.com/minhlong94/Random-Mixup
[Practical-DL @ AAAI'23] Official code of R-Mix and RL-Mix, accepted at 2nd Practical-DL Workshop @ AAAI'23
deep-learning machine-learning mix-up mixup pytorch
Last synced: 02 Aug 2024
https://github.com/AndreaCossu/clutils
Continual Learning utilities
continual-learning lifelong-learning pytorch
Last synced: 03 Aug 2024
https://github.com/Saeed-Biabani/Scene-Text-Recognition
Text recognition (optical character recognition) with deep learning methods in farsi.
crnn deep-learning farsi ocr persian persian-ocr python pytorch text-recognition
Last synced: 04 Aug 2024
https://github.com/GreenAITorch/GATorch
GATorch is a tool seamlessly integrated with PyTorch that enables ML developers to generate an energy consumption report. By attaching your model, the tool automatically tracks the energy consumption of your model's training and generates graphs and plots to gain in-depth insights into the energy consumption of your model.
energy-consumption green-ai pytorch sustainability
Last synced: 01 Aug 2024
https://github.com/oneapi-src/invoice-to-cash-automation
Ai starter kit for trade promotion and claim documents categorization using pytorch* and Tensorflow*
ai-starter-kit pytorch tensorflow
Last synced: 01 Aug 2024
https://github.com/GraupelLabs/lightning-images
Training scripts for end-to-end image classification based on Pytorch-Lightning with support of training in the cloud powered by Grid AI.
deep-learning image-classification python pytorch pytorch-lightning
Last synced: 03 Aug 2024
https://github.com/oneapi-src/disease-prediction
AI Starter Kit for the implementation of AI-based NLP Disease Prediction system using Intel® Extension for PyTorch* and Intel® Neural Compressor
Last synced: 01 Aug 2024
https://github.com/emaballarin/ebtorch
🤓🔥 Collection of PyTorch additions, extensions, utilities, uses and abuses
artificial-intelligence artificial-neural-networks cognitive-computing deep-learning deep-neural-networks experiments machine-learning neural-network neural-networks neural-representation neural-representations neuro-inspired personal-utilities pytorch pytorch-utils
Last synced: 03 Aug 2024
https://github.com/uvm-neurobotics-lab/higherANML
ANML: A Neuromodulated Meta-Learning algorithm (using the `higher` framework)
continual-learning deep-learning meta-learning neuromodulation pytorch
Last synced: 03 Aug 2024
https://github.com/oneapi-src/ai-transcribe
AI Starter Kit for the implementation of an AI transcribe system using Intel® Extension for PyTorch*
ai-starter-kit deep-learning pytorch
Last synced: 01 Aug 2024
https://github.com/shubham3121/laymon
A Python based library used to visualise features maps of a neural network.
deep-neural-networks feature-extraction python pytorch
Last synced: 03 Aug 2024
https://github.com/pjh5672/YOLOv1
YOLOv1 implementation using PyTorch
full-implimentation object-detection pytorch yolo yolov1 yolov1-pytorch
Last synced: 02 Aug 2024
https://github.com/lazavgeridis/mddgan
Implementation of my B.Sc. Thesis titled "MddGAN : Multilinear Analysis of the GAN Latent Space".
decomposition deep-learning generative-adversarial-network interpretability latent-space pytorch unsupervised-learning
Last synced: 01 Aug 2024
https://github.com/oneapi-src/historical-assets-document-process
AI Starter Kit for Historical Assets document processing using Intel® Extension for Pytorch
ai-starter-kit deep-learning pytorch
Last synced: 01 Aug 2024
https://github.com/oneapi-src/structural-damage-assessment
AI Starter Kit for applications in Satellite Image processing using Intel® Extension for Pytorch
ai-starter-kit deep-learning pytorch
Last synced: 01 Aug 2024
https://github.com/AntroSafin/Fire_Detection_YoloV5
This is the YoloV5 fire detection application.
fire-detection opencv-python python pytorch streamlit streamlit-webapp yolov5
Last synced: 02 Aug 2024
https://github.com/zjykzj/pnno
dataset or annotation file format conversion
annotation labelimg lmdb lmdb-format parse-anno pnno python pytorch tlt visdrone yolov5
Last synced: 03 Aug 2024
https://github.com/aman5319/Classification-Report
This repo helps to track model Weights, Biases and Gradients during training with loss tracking and gives detailed insight for Classification-Model Evaluation
classification image-classification loss-plotting metrics-visualization model-visualization nlp pytorch sklearn tensorboard tensorboard-pytorch tensorboard-visualization text-classification
Last synced: 03 Aug 2024
https://github.com/daviddmc/fetal-IQA
Image quality assessment for fetal MRI
convolutional-neural-networks deep-learning fetal-mri medical-imaging pytorch quality-control semi-supervised-learning tensorflow
Last synced: 02 Aug 2024
https://github.com/ludwigwinkler/pytorch_ProbabilisticLayers
Bayesian Neural Networks with Parallelized Sampling of LogLikelihood
bayesianneuralnetwork bnn pytorch
Last synced: 05 Aug 2024
https://github.com/major196512/vistem
General Vision Model Training Template
Last synced: 03 Aug 2024
https://github.com/pjh5672/YOLOv2
YOLOv2 implementation using PyTorch
object-detection pytorch yolo yolov2 yolov2-pytorch
Last synced: 02 Aug 2024
https://github.com/TidalPaladin/combustion
Collection of helpers for deep learning with PyTorch
Last synced: 03 Aug 2024
https://github.com/sarthak268/nesca-pytorch
PyTorch Implementation for the paper "Let Me Help You! Neuro-Symbolic Short-Context Action Anticipation" accepted to RA-L'24.
action-anticipation attention computer-vision human-robot-collaboration human-robot-interaction pytorch robot-and-automation short-context video-understanding
Last synced: 21 Aug 2024
https://github.com/oneapi-src/visual-quality-inspection
AI Starter Kit for Quality Visual Inspection using Intel® Extension for Pytorch
Last synced: 01 Aug 2024
https://github.com/elahe-dastan/first-grade
OCR for Iranian national ID card, etc.
cnn deep-learning machine-learning ocr pytorch
Last synced: 09 Aug 2024
https://github.com/raynardj/torchember
PyTorch module tracking and visualization
flask module pytorch statistics track visualization
Last synced: 03 Aug 2024
https://github.com/AI-Expert-04/School_Zone_Eye_Level
Prevention of accidents in school zones using deep learning
backbone backbone-networks cnn coreml deep-learning machine-learning ml object-detection onnx optimization pytorch sgd-optimizer tflite yolo yolov5
Last synced: 02 Aug 2024
https://github.com/gerardocipriano/Cerberus-Dog-Breed-Classification-and-Body-Localization-PyTorch
Cerberus is a PyTorch-based project for classifying dog breeds and localizing specific body parts within images. Our model is capable of recognizing and classifying 3 dog breeds (Toy Poodle, Beagle, Siberian Husky) and localizing 3 specific body parts (eyes, nose, tail) within images.
deep-learning deep-neural-networks python pytorch yolo
Last synced: 01 Aug 2024
https://github.com/kasnerz/lightnlg
A minimalistic codebase for training NLG models from HuggingFace Transformers using PyTorch Lightning.
bart generation gpt-2 language-model nlg nlp pytorch pytorch-lightning
Last synced: 04 Aug 2024
https://github.com/pjh5672/YOLOv3
YOLOv3 implementation using PyTorch
object-detection pytorch yolo yolov3 yolov3-pytorch
Last synced: 02 Aug 2024
https://github.com/ZhengZixiang/OpenTC
Exploring various text classification models based on PyTorch. 基于PyTorch探索各种文本分类模型
fasttext pytorch text-classification textcnn textrcnn textrnn
Last synced: 02 Aug 2024
https://github.com/ajithvcoder/Custom_Object_Classification
Simple Custom object classification with pytorch | Custom Model | Custom dataset | ONNX inference
classification custom customdataset deep-learning onnx pytorch simple
Last synced: 01 Aug 2024
https://github.com/victorbadenas/DNNEffects
Training repository for modelling audio effects with deep convolutional neural network
audio deep-learning python pytorch
Last synced: 05 Aug 2024
https://github.com/cedricwangyu/NoFAS
Variational Inference with NoFAS: Normalizing Flow with Adaptive Surrogate for Computationally Expensive Models
Last synced: 05 Aug 2024
https://github.com/emanuele-progr/Data-Incremental-Learning
A python framework for dealing and experimenting with image classification in a data-incremental scenario.
cifar100 cnn-classification continual-learning dcnn-architectures incremental-learning machine-learning mnist pytorch tinyimagenet torchvision
Last synced: 03 Aug 2024
https://github.com/EliasVansteenkiste/plnt
A Python framework for classification of satellite imagery of the Amazon, built with Pytorch and Lasagne/Theano. The goal is to find deforestation activity.
classification deep-neural-networks kaggle lasagne python pytorch satellite-imagery
Last synced: 01 Aug 2024
https://github.com/volume-em/empanada
Panoptic segmentation algorithms for 2D and 3D electron microscopy images
deep-learning electron-microscopy instance-segmentation panoptic-segmentation pytorch segmentation semantic-segmentation
Last synced: 03 Aug 2024
https://github.com/Tianguistengo/MLexperiments-research-computervision-climatechange
Machine Learning experiments and research
climate-data computer-vision deep-learning dimensionality-reduction interpretability python pytorch satellite-imagery scientific-research transfer-learning
Last synced: 03 Aug 2024
https://github.com/oneapi-src/vertical-search-engine
AI Starter Kit for Semantic Vertical Search Engines using Intel® Extension for Pytorch
ai-starter-kit bert deep-learning pytorch
Last synced: 01 Aug 2024
https://github.com/namiyousef/multi-task-learning
Repository for multi task learning
mtl pytorch pytorch-implementation torch torchvision
Last synced: 03 Aug 2024
https://github.com/ximitiejiang/MyCodeForPytorch
deep learning examples by pytorch implement
deep-learning pytorch tutorial
Last synced: 31 Jul 2024
https://github.com/ashishu007/NLP-Tasks
Various NLP tasks using Huggingface and Flask
flask natural-language-processing nlp pytorch question-answering
Last synced: 01 Aug 2024
https://github.com/juliusberner/theory2practice
Learning ReLU networks to high uniform accuracy is intractable (ICLR 2023)
adversarial-examples deep-learning learning-theory machine-learning-algorithms neural-networks pytorch ray-tune weights-and-biases
Last synced: 09 Aug 2024
https://github.com/codingonion/yolov5-gui-slint
YOLOv5 GUI inference framework built with Slint.
aigc awesome candle gui image-processing llm machine-learning object-detection object-recognition opencv pytorch rust slint slint-ui tauri-app yolo yolov5 yolov8
Last synced: 02 Aug 2024
https://github.com/ksasso1028/indi-debanding
Image Debanding using Inversion by Direct Iteration
autoencoder cnn debanding diffusion diffusion-models fast fast-fourier-transform fourier-transform image-debanding image-restoration indi inversion open-source opencv pytorch pytorch-lightning restoration unet unet-pytorch
Last synced: 01 Aug 2024
https://github.com/tiskw/gaussian-process-bootstrapping-layer
PyTorch implementation of the Gaussian process bootstrapping layer
artificial-intelligence deep-neural-networks gaussian-processes machine-learning python pytorch
Last synced: 01 Aug 2024
https://github.com/YongWookHa/craft-text-detector
CRAFT text detector for high resolution image
craft high-resolution ocr pytorch pytorch-lightning text-detector
Last synced: 01 Aug 2024
https://github.com/tomshafer/karpathy-gpt
A small PyTorch GPT implementation following Andrej Karpathy's lecture on YouTube.
deep-learning gpt language-model pytorch
Last synced: 05 Aug 2024
https://github.com/coreylowman/rl_simply
Simple pytorch implementations of RL algorithms
pytorch reinforcement-learning reinforcement-learning-algorithms rl sac soft-actor-critic td3
Last synced: 05 Aug 2024
https://github.com/torchdrift/torchdrift
Drift Detection for your PyTorch Models
ai drift-detection neural-networks pytorch
Last synced: 30 Jul 2024
https://github.com/breezedeus/cnocr
CnOCR: Awesome Chinese/English OCR Python toolkits based on PyTorch. It comes with 20+ well-trained models for different application scenarios and can be used directly after installation. 【基于 PyTorch/MXNet 的中文/英文 OCR Python 包。】
chinese-character-recognition english-character-recognition ocr ocr-python pytorch
Last synced: 30 Jul 2024
https://github.com/corentinj/real-time-voice-cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
deep-learning python pytorch tensorflow tts voice-cloning
Last synced: 30 Jul 2024
https://github.com/jxtngx/lightning-lab
hackable boilerplate for PyTorch Lightning driven deep learning research
artificial-intelligence data-science deep-learning fastapi machine-learning python pytorch pytorch-lightning reinforcement-learning streamlit wandb
Last synced: 12 Sep 2024
https://github.com/oneapi-src/voice-data-generation
AI Starter Kit for Synthetic Voice and Audio Generation using Intel® Extension for Pytorch
Last synced: 01 Aug 2024
https://kkrismer.github.io/seqgra/
seqgra: Synthetic rule-based biological sequence data generation for architecture evaluation and search
deep-learning interpretable-machine-learning neural-networks pytorch tensorflow
Last synced: 03 Aug 2024
https://github.com/oneapi-src/engineering-design-optimization
AI Starter Kit for Engineering Design Optimization using Intel® Extension for Pytorch
Last synced: 01 Aug 2024
https://github.com/oneapi-src/visual-process-discovery
AI Starter Kit for Visual Process Discovery using Intel® Extension for Pytorch
Last synced: 01 Aug 2024
https://github.com/oneapi-src/ai-data-protection
AI Starter Kit for Personal Identifiable Information Anonymization using Intel® Extension for Pytorch
Last synced: 01 Aug 2024