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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/jaehong31/OCS

Online Coreset Selection for Rehearsal-based Continual Learning, ICLR 2022

continual-learning coreset lifelong-learning pytorch

Last synced: 03 Aug 2024

https://github.com/dbklim/docker_image_with_cuda10_cudnn7

Dockerfiles and manual for easy build of docker image with CUDA10.X and cuDNN7.6 to run TensorFlow/PyTorch on the nvidia GPU in docker-container.

cuda cudnn docker docker-gpu docker-image docker-nvidia dockerfile gpu gpu-docker nvidia nvidia-docker pytorch pytorch-gpu tensorflow tensorflow-examples tensorflow-gpu tensorflow-gpu-docker torch

Last synced: 24 Sep 2024

https://github.com/nhatsmrt/nn-toolbox

A toolbox of commonly used deep learning components, procedures and applications

data-science deep-learning machine-learning neural-networks python pytorch

Last synced: 25 Sep 2024

https://github.com/Synopsis/ml-ffmpeg-docker

Machine Learning / FFMPEG NVEnc Docker builds

docker ffmpeg machinelearning onnx pytorch

Last synced: 06 Aug 2024

https://github.com/hsgodhia/squad_rasor_nn

Pytorch implementation of the RaSoR paper "Learning Recurrent Span Representations for Extractive Question Answering" (Lee et al. 2016) and experiments with various neural components

deep-learning machine-comprehension nlp pytorch

Last synced: 07 Aug 2024

https://github.com/juliagusak/neural-ode-norm

Models and code for the ICLR 2020 workshop paper "Towards Understanding Normalization in Neural ODEs"

anode neural-network neural-ode normalization ordinary-differential-equations pytorch

Last synced: 05 Aug 2024

https://github.com/ayulockin/debugNNwithWandB

Concepts Explored in/with Pytorch

deeplearning machinelearning pytorch

Last synced: 03 Aug 2024

https://github.com/dlmacedo/robust-deep-learning

A project to train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-distribution detection and uncertainty estimation performances. Calibrate your model to produce enhanced uncertainty estimations. Detect out-of-distribution data using the defined score type and threshold.

anomaly-detection classification deep-learning deep-neural-networks machine-learning novelty-detection ood-detection open-set open-set-recognition out-of-distribution out-of-distribution-detection pytorch robust-deep-learning robust-machine-learning trustworthy-ai trustworthy-machine-learning uncertainty-calibration uncertainty-estimation uncertainty-neural-networks

Last synced: 01 Aug 2024

https://github.com/schwettmann/visual-vocab

Pytorch-based tools for constructing a vocabulary of visual concepts in a GAN.

deep-learning gan human-computer-interaction interpretable-ml pytorch

Last synced: 03 Aug 2024

https://github.com/vmc-7645/YOLOv8-retail

Detect retail products via the YOLOv8 object recognition engine.

ai computer-vision deep-learning machine-learning object-detection pytorch yolo yolov8

Last synced: 02 Aug 2024

https://github.com/jshong0907/SingingVoiceConversion

2019_ML_Course Singing Voice Conversion Using Cycle-GAN:VC2

deep-learning pytorch singing-voice-conversion

Last synced: 02 Aug 2024

https://github.com/alvinwan/nbdt-pytorch-image-models

Neural-Backed Decision Tree sample integration with pytorch-image-models

efficientnet imagenet neural-backed-decision-trees pytorch

Last synced: 03 Aug 2024

https://github.com/matthewfeickert/nvidia-gpu-ml-library-test

Simple tests for JAX, PyTorch, and TensorFlow to test if the installed NVIDIA drivers are being properly picked up

cuda cudnn gpu jax nvidia pytorch setup tensorflow torch

Last synced: 05 Aug 2024

https://github.com/neurotorch/neurotorch

Biologically based dynamics for machine learning and deep learning tools for neuroscience.

deep-learning neural-networks neuroscience python pytorch

Last synced: 25 Sep 2024

https://github.com/stefoe/all-conv-pytorch

Pytorch implementation of "Striving for Simplicity: The All Convolutional Net" (https://arxiv.org/abs/1412.6806)

cifar10 convolutional-neural-networks google-colab ipython-notebook python pytorch

Last synced: 24 Sep 2024

https://github.com/fabian-sp/momo

MoMo: Momentum Models for Adaptive Learning Rates

deep-learning optimization pytorch

Last synced: 24 Sep 2024

https://github.com/franioli/icepy4d

ICEpy4D is a multi-purpose Python package for 4D Image-based Continuos monitoring of glaciers' Evolution with deep learning SfM and low-cost stereo-cameras

3d-reconstruction 4d deep-learning feature-matching feature-tracking glaciers photogrammetry pytorch sfm

Last synced: 24 Sep 2024

https://github.com/yewsg/yews

Yews | Your Earthquake Waveform Solution

deep-learning pytorch seismics

Last synced: 24 Sep 2024

https://github.com/microsoft/only_train_once

OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM

cnn compression diffusion erasing-operator llm pytorch structured-pruning training

Last synced: 24 Sep 2024

https://github.com/facundoq/edunn

Learn how modern, modular Neural Networks work by implementing a PyTorch/Keras-like framework.

framework keras neural-networks numpy pytorch

Last synced: 24 Sep 2024

https://github.com/PINTO0309/Open3D-build

Provide Docker build sequences of Open3D for various environments.

cuda docker jetson jetson-nano open3d open3d-python pytorch tensorflow

Last synced: 31 Jul 2024

https://github.com/isaaccorley/simpleview-pytorch

PyTorch implementation of SimpleView from "Revisiting Point Cloud Classification with a Simple and Effective Baseline", Goyal et al. (2020)

3d-vision artificial-intelligence deep-learning point-cloud-classification point-clouds pytorch

Last synced: 31 Jul 2024

https://github.com/jfc43/self-training-ensembles

Propose a principled and practically effective framework for unsupervised accuracy estimation and error detection tasks with theoretical analysis and state-of-the-art performance.

deep-learning error-detection machine-learning pytorch self-training-ensembles unsupervised-accuracy-estimation

Last synced: 01 Aug 2024

https://github.com/axeber01/point-tnt

Official implementation of the Point Transformer-in-Transformer: https://arxiv.org/abs/2204.03957

point-cloud pytorch transformer

Last synced: 31 Jul 2024

https://github.com/shivamsaboo17/GLC

Gold Loss Correction for training neural networks with labels corrupted with severe noise

classification deep-learning nips-2018 noisy-labels pytorch

Last synced: 01 Aug 2024

https://github.com/aquietlife/whisp

Whisp - Environmental Sound Classifier

audio deeplearning environmental-sounds fastai python3 pytorch sound

Last synced: 01 Aug 2024

https://github.com/adriacabeza/DeepCatalan

🤖 Deep Catalan: Bring closer the Catalan Language to Deep Learning using ULMFit.

catalan catalan-language classificador fastai fine-tuning nlp pytorch ulmfit

Last synced: 30 Jul 2024

https://github.com/yizhe-ang/AdaMatch-PyTorch

Unofficial PyTorch Implementation of AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation

computer-vision deep-learning domain-adaptation pytorch semi-supervised-learning unsupervised-learning

Last synced: 01 Aug 2024

https://github.com/serezd/ffcv_pytorch_lightning

[FFCV-PL] manage fast data loading with ffcv and pytorch lightning

dataloader ffcv pytorch pytorch-lightning

Last synced: 25 Sep 2024

https://github.com/kyegomez/teragpt

Train a production grade GPT in less than 400 lines of code. Better than Karpathy's verison and GIGAGPT

ai artificial-intelligence gpt4 machine-learning ml pytorch swarms torch zeta

Last synced: 24 Sep 2024

https://github.com/stat-ml/hist-loss

Package with histogram-based losses

earth-mover-distance histogram-loss pytorch

Last synced: 24 Sep 2024

https://github.com/dftd4/tad-dftd4

PyTorch Autodiff DFT-D4 Implementation.

automatic-differentiation dispersion-correction pytorch quantum-chemistry

Last synced: 25 Sep 2024

https://github.com/muhd-umer/comyx

Comyx is an optimized and modular Python library for simulating wireless communication systems

6g noma numba numpy pytorch ray reinforcement-learning ris scipy simulation star-ris wireless-communication

Last synced: 24 Sep 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/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/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/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/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/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/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/hoangsonww/the-movieverse-database

🍿 Welcome to The MovieVerse: Your definitive gateway to cinema! Explore, discover, and immerse yourself in a vast collection of films with our web platform. Experience the world of movies on our web version today. Exciting news: a mobile app is in the works for iOS and Android. Show your love for cinema by giving us a star! 🌟

android cordova docker javascript machine-learning microfrontend microservices movie-app movie-database movie-recommendation movie-reviews movies movieverse pytorch react reactjs social swift vue webpack

Last synced: 24 Sep 2024

https://github.com/nouralmulhem/enhancing-llm-with-jenkins-knowledge

🚀 this project aims to develop an app using an existing open-source LLM with data collected for domain-specific Jenkins knowledge that can be fine-tuned locally and set up with a proper UI for the user to interact with.

chatbot llama2 llm python pytorch rag

Last synced: 24 Sep 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/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/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/simonepri/varname-seq2seq

📄Source code variable naming using a seq2seq architecture

nlp pytorch rnn seq2seq

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/leonardodalinky/pytorch_fpsample

🎉 PyTorch efficient farthest point sampling (FPS) library.

farthest-point-sampling point-cloud python pytorch

Last synced: 24 Sep 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/piesposito/tand

TanD - Train and Deploy is a no-code framework to automatize the Machine Learning workflow.

data-science fastapi machine-learning mlflow pytorch sklearn workflow-automation

Last synced: 24 Sep 2024

https://github.com/veritable-tech/pytorch-lightning-spells

Some useful plugins for pytorch-lightning

deep-learning python python3 pytorch pytorch-lightning

Last synced: 24 Sep 2024

https://github.com/playboy-player/pytorch_dart

Pytorch_Dart is a dart wrapper for Libtorch,striving to provide an experience identical to PyTorch. You can use it as an alternative to Numpy in your Dart/Flutter projects.

android computer-vision cpp cross-platform dart dart-package dartlang deep-learning deep-neural-networks deeplearning flutter flutter-package libtorch linux machine-learning numpy pytorch tensor torch windows

Last synced: 24 Sep 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: 24 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/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/zhaowc-ustc/tabpedia

This repository is the codebase of TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy

deep-learning large-vision-language-models pytorch

Last synced: 24 Sep 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/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/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/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/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/AndreaCossu/clutils

Continual Learning utilities

continual-learning lifelong-learning pytorch

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

deep-learning nlp pytorch

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/gentaiscool/matrix_fact

Matrix Factorization Library

convex matrix matrix-factorization python pytorch svd

Last synced: 25 Sep 2024

https://github.com/praveen1664/deeplearning-architectures

This is one of the deep learning architecture, machine learning, CNN, RNN based on tensorflow, pytorch, tensorboard

celeba convolutional-neural-network deep deep-neural-networks ipynb pytorch tensorflow

Last synced: 24 Sep 2024

https://github.com/rodrigobaron/quick-deploy

Optimize, convert and deploy machine learning models as fast inference API using Triton and ORT. Currently support Hugging Face transformers, PyToch, Tensorflow, SKLearn and XGBoost models.

deep-learning huggingface-transformers inference machine-learning mlops onnx pytorch sklearn tensorflow triton xgboost

Last synced: 24 Sep 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/yaak-ai/rbyte

Multimodal datasets for spatial intelligence

ai datasets machine-learning mcap pytorch robotics spatial-intelligence tensordict

Last synced: 24 Sep 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/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/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

PyTorch Awesome Lists
Awesome-pytorch-list 704 awesome-semantic-segmentation-pytorch 35 Awesome-pytorch-list-CNVersion 692 CV-pretrained-model 103 awesome-colab-notebooks 502 awesome-AutoML-and-Lightweight-Models 150 openstl 43 Awesome-Denoise 164 ai4artists 286 arctic 34 awesome-yolov8-models 43 awesome-cuda-and-hpc 424 awesome-python-machine-learning-resources 1,884 awesome-adaptive-computation 171 awesome-NILM-with-code 47 awesome-dotnet-machine-learning 134 awesome-Multi-Document-Summarization 56 PyTorch-Guide 616 awesome-fastai 42 awesome-max-mojo-mlir 182 awesome-ai-tools 499
PyTorch Categories
Blogs 294 Pytorch & related libraries 228 Pytorch & related libraries｜Pytorch & 相关库 218 Research 197 Tutorials 192 文本数据和NLP 182 Uncategorized 161 Frameworks 142 数据可视化 130 机器学习框架 123 1.) Neural Architecture Search 114 图像数据与CV 106 Blogposts :sparkle: 103 Learning 102 模型的可解释性 100 Interactive Learning & Tools 96 超参数优化和AutoML 92 Tutorials, books, & examples 83 Tutorials & books & examples｜教程 & 书籍 & 示例 81 工作流程和实验跟踪 80