Awesome Open Source

Programming Languages

Search results for machine learning pytorch

machine-learning x

2,189 search results found

Transformers ⭐ 103,142

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Pytorch ⭐ 67,616

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Yolov5 ⭐ 39,171

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Made With Ml ⭐ 33,193

Learn how to responsibly develop, deploy and maintain production machine learning applications.

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

Deepspeed ⭐ 25,529

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Fastai ⭐ 23,942

The fastai deep learning library

Lightning ⭐ 23,604

Deep learning framework to train, deploy, and ship AI products Lightning fast.

Netron ⭐ 23,098

Visualizer for neural network, deep learning, and machine learning models

Annotated_deep_learning_paper_implementations ⭐ 22,464

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Learnopencv ⭐ 18,698

Learn OpenCV : C++ and Python Examples

Easyocr ⭐ 18,098

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

D2l En ⭐ 18,049

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

Pytorch Handbook ⭐ 17,988

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友

Mindsdb ⭐ 16,446

MindsDB is a Server for Artificial Intelligence Logic. Enabling developers to ship AI powered projects to production in a fast and scalable way.

Datasets ⭐ 16,386

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

Onnx ⭐ 14,872

Open standard for machine learning interoperability

Vision ⭐ 14,074

Datasets, Transforms and Models specific to Computer Vision

Awesome Pytorch List ⭐ 13,909

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Best Of Ml Python ⭐ 13,727

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Horovod ⭐ 13,339

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Flair ⭐ 12,847

A very simple framework for state-of-the-art Natural Language Processing (NLP)

Deep Learning With Tensorflow Book ⭐ 11,864

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

Yolov3 ⭐ 9,535

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

Onnxruntime ⭐ 9,482

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Haystack ⭐ 9,045

🔍 Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-4, ChatGPT and alike). Haystack offers production-ready tools to quickly build complex question answering, semantic search, text generation applications, and more.

Open3d ⭐ 8,993

Open3D: A Modern Library for 3D Data Processing

Ludwig ⭐ 8,958

Data-centric declarative deep learning framework

Ultralytics ⭐ 8,726

NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite

Kornia ⭐ 8,252

Differentiable Computer Vision Library

Optuna ⭐ 8,183

A hyperparameter optimization framework

Nebuly ⭐ 8,163

The next-generation platform to monitor and optimize your AI costs in one place 🚀

Deep universal probabilistic programming with Python and PyTorch

Tensorboardx ⭐ 7,625

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

Deeplearning ⭐ 7,463

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Pytorch Grad Cam ⭐ 7,414

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Pytorch Tutorial ⭐ 7,372

Build your neural network easy and fast, 莫烦Python中文教学

Python Small Examples ⭐ 7,135

告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 Python中文网 http://www.zglg.work

Stanza ⭐ 6,660

Official Stanford NLP Python Library for Many Human Languages

Techniques ⭐ 6,454

Techniques for deep learning with satellite & aerial imagery

Ai Learn ⭐ 6,327

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

Wandb ⭐ 6,159

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

Deeplake ⭐ 6,084

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

Generative Models ⭐ 6,010

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

Stable Baselines3 ⭐ 5,857

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Autogluon ⭐ 5,813

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

Pyprobml ⭐ 5,644

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

Nerfstudio ⭐ 5,320

A collaboration friendly studio for NeRFs

Machine Learning Collection ⭐ 5,291

A resource for learning about Machine learning & Deep Learning

Pytorch Metric Learning ⭐ 5,282

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Bertviz ⭐ 5,184

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

Skorch ⭐ 5,166

A scikit-learn compatible neural network library that wraps PyTorch

Topdeeplearning ⭐ 4,901

A list of popular github projects related to deep learning

Containers for machine learning

Petals ⭐ 4,733

🌸 Run 100B+ language models at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

Ssd.pytorch ⭐ 4,507

A PyTorch Implementation of Single Shot MultiBox Detector

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

Tengine ⭐ 4,347

Tengine is a lite, high performance, modular inference engine for embedded device

Ignite ⭐ 4,277

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

Pipeline ⭐ 4,160

PipelineAI Kubeflow Distribution

Pytorch Deep Learning ⭐ 4,159

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Latex Ocr ⭐ 3,862

pix2tex: Using a ViT to convert images of equations into LaTeX code.

Deep Person Reid ⭐ 3,813

Torchreid: Deep learning person re-identification in PyTorch.

Aim 💫 — An easy-to-use & supercharged open-source AI metadata tracker (experiment tracking, AI agents tracing)

Gluonts ⭐ 3,597

Probabilistic time series modeling in Python

Composer ⭐ 3,532

Train neural networks up to 7x faster

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

Serve ⭐ 3,491

Serve, optimize and scale PyTorch models in production

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,418

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.

Coremltools ⭐ 3,387

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

Polyaxon ⭐ 3,324

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

An Engine-Agnostic Deep Learning Framework in Java

Byteps ⭐ 3,254

A high performance and generic framework for distributed DNN training

Hummingbird ⭐ 3,154

Hummingbird compiles trained ML models into tensor computation for faster inference.

Stylegan2 Pytorch ⭐ 3,147

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

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.

Catalyst ⭐ 3,106

Accelerated deep learning R&D

Pomegranate ⭐ 3,105

Fast, flexible and easy to use probabilistic modelling in Python.

Face.evolve ⭐ 3,074

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

Pytorch Studiogan ⭐ 3,049

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

Neural_prophet ⭐ 2,976

NeuralProphet: A simple forecasting package

Tch Rs ⭐ 2,898

Rust bindings for the C++ api of PyTorch.

Zenml ⭐ 2,891

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

Pytorch Forecasting ⭐ 2,858

Time series forecasting with PyTorch

Siamese Triplet ⭐ 2,853

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

[CVPR2020] Adversarial Latent Autoencoders

Ml Notebooks ⭐ 2,818

🔥 Machine Learning Notebooks

Ml Workspace ⭐ 2,816

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

Spotlight ⭐ 2,809

Deep recommender models using PyTorch.

Cleanrl ⭐ 2,797

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

Thinc ⭐ 2,723

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

Deepchecks ⭐ 2,711

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.

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

Deep Learning Book ⭐ 2,650

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

Flower ⭐ 2,641

Flower: A Friendly Federated Learning Framework

Neuralcoref ⭐ 2,607

✨Fast Coreference Resolution in spaCy with Neural Networks

Related Searches

Machine Learning Ml (39,423)

Python Pytorch (14,667)

Python Machine Learning (14,099)

Jupyter Machine Learning (12,247)

Machine Learning Deep (9,647)

Jupyter Notebook Machine Learning (8,463)

Deep Pytorch (6,941)

Machine Learning Ai (4,831)

Machine Learning Data Science (4,787)

Machine Learning Artificial Intelligence (4,735)

1-100 of 2,189 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2023 Awesome Open Source. All rights reserved.