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4,429 search results found

Composer ⭐ 4,797

Supercharge Your Model Training

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

Bigdl ⭐ 4,728

Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations using bigdl-llm

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Informer2020 ⭐ 4,553

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

Ssd.pytorch ⭐ 4,507

A PyTorch Implementation of Single Shot MultiBox Detector

Ignite ⭐ 4,409

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Gluonts ⭐ 4,288

Probabilistic time series modeling in Python

Eat_pytorch_in_20_days ⭐ 4,274

Pytorch🍊🍉 is delicious, just eat it! 😋😋

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts

Deep Learning In Production ⭐ 4,138

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

Dlwpt Code ⭐ 4,126

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

Super Gradients ⭐ 4,125

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

Kaolin ⭐ 4,038

A PyTorch Library for Accelerating 3D Deep Learning Research

Deep Person Reid ⭐ 4,029

Torchreid: Deep learning person re-identification in PyTorch.

Openprompt ⭐ 4,006

An Open-Source Framework for Prompt-Learning.

Pytorch Doc Zh ⭐ 3,997

Pytorch 中文文档

Cleanrl ⭐ 3,947

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

D2l Pytorch ⭐ 3,933

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

Pytorch Summary ⭐ 3,857

Model summary in PyTorch similar to `model.summary()` in Keras

Serve ⭐ 3,844

Serve, optimize and scale PyTorch models in production

Mmocr ⭐ 3,771

OpenMMLab Text Detection, Recognition and Understanding Toolbox

Monodepth2 ⭐ 3,762

[ICCV 2019] Monocular depth estimation from a single image

An Engine-Agnostic Deep Learning Framework in Java

Pytorch Cifar100 ⭐ 3,687

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

Notebooks ⭐ 3,677

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

Mmaction2 ⭐ 3,647

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

Autogptq ⭐ 3,637

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

Zenml ⭐ 3,626

ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.

Damo Yolo ⭐ 3,598

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

Deep_reinforcement_learning_course ⭐ 3,581

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

Tch Rs ⭐ 3,567

Rust bindings for the C++ api of PyTorch.

Pytorchzerotoall ⭐ 3,565

Simple PyTorch Tutorials Zero to ALL!

Flower ⭐ 3,545

Flower: A Friendly Federated Learning Framework

Neural_prophet ⭐ 3,512

NeuralProphet: A simple forecasting package

Alpha Zero General ⭐ 3,497

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

Styletts2 ⭐ 3,464

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

Pytorch A2c Ppo Acktr Gail ⭐ 3,450

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

Pytorch Forecasting ⭐ 3,439

Time series forecasting with PyTorch

Polyaxon ⭐ 3,438

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,436

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

Siammask ⭐ 3,417

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

Models, data loaders and abstractions for language processing, powered by PyTorch

God Level Data Science Ml Full Stack ⭐ 3,384

A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

Pytorch Semseg ⭐ 3,367

Semantic Segmentation Architectures Implemented in PyTorch

Llm Foundry ⭐ 3,354

LLM training code for MosaicML foundation models

Min Dalle ⭐ 3,353

min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch

Onnx Simplifier ⭐ 3,353

Simplify your onnx model

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

Lightning Hydra Template ⭐ 3,322

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

Byteps ⭐ 3,254

A high performance and generic framework for distributed DNN training

3ddfa ⭐ 3,243

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

Higgsfield ⭐ 3,235

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

Pytorch Studiogan ⭐ 3,226

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

Deepchecks ⭐ 3,206

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

Deep Learning Model Convertor ⭐ 3,197

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

Ml Workspace ⭐ 3,197

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Practicalai Cn ⭐ 3,150

AI实战-practicalAI 中文版

Interviews.ai ⭐ 3,146

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

Perceptualsimilarity ⭐ 3,134

LPIPS metric. pip install lpips

Open_flamingo ⭐ 3,115

An open-source framework for training large multimodal models.

Mmpretrain ⭐ 3,114

OpenMMLab Pre-training Toolbox and Benchmark

Tiny Cuda Nn ⭐ 3,090

Lightning fast C++/CUDA neural network framework

Face.evolve ⭐ 3,074

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

Resnest ⭐ 3,070

ResNeSt: Split-Attention Networks

Deeplearning Muli Notes ⭐ 3,057

Notes about courses Dive into Deep Learning by Mu Li

Recbole ⭐ 3,038

A unified, comprehensive and efficient recommendation library

Nlp Architect ⭐ 2,928

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

Super Slomo ⭐ 2,873

PyTorch implementation of Super SloMo by Jiang et al.

Siamese Triplet ⭐ 2,853

Siamese and triplet networks with online pair/triplet mining in PyTorch

[CVPR2020] Adversarial Latent Autoencoders

Deeprl ⭐ 2,834

Modularized Implementation of Deep RL Algorithms in PyTorch

Photo2cartoon ⭐ 2,819

人像卡通化探索项目 (photo-to-cartoon translation project)

Ml Notebooks ⭐ 2,818

🔥 Machine Learning Notebooks

Chinese Clip ⭐ 2,816

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

Spotlight ⭐ 2,809

Deep recommender models using PyTorch.

Darts ⭐ 2,775

Differentiable architecture search for convolutional and recurrent networks

Thinc ⭐ 2,774

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

Ml Road ⭐ 2,742

Machine Learning Resources, Practice and Research

Deep Reinforcement Learning With Pytorch ⭐ 2,741

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Human Pose Estimation.pytorch ⭐ 2,727

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

Docarray ⭐ 2,721

Represent, send, store and search multimodal data

Determined ⭐ 2,715

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

Deepke ⭐ 2,679

An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.

3d Resnets Pytorch ⭐ 2,677

3D ResNets for Action Recognition (CVPR 2018)

Lightly ⭐ 2,665

A python library for self-supervised learning on images.

Deep Learning Book ⭐ 2,650

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

Doctr ⭐ 2,636

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

Flops Counter.pytorch ⭐ 2,606

Flops counter for convolutional networks in pytorch framework

Mmskeleton ⭐ 2,604

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

Deepclustering ⭐ 2,597

Methods and Implements of Deep Clustering

Deep_sort_pytorch ⭐ 2,579

MOT using deepsort and yolov3 with pytorch

Top Ai Conferences Paper With Code ⭐ 2,525

MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code

Interactive Deep Colorization ⭐ 2,520

Deep learning software for colorizing black and white images with a few clicks.

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

Deepdetect ⭐ 2,492

Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

Machine Learning Book ⭐ 2,474

Code Repository for Machine Learning with PyTorch and Scikit-Learn

Mlops Course ⭐ 2,427

Learn how to design, develop, deploy and iterate on production-grade ML applications.

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