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Tensorflow ⭐ 180,196

An Open Source Machine Learning Framework for Everyone

Pytorch ⭐ 74,794

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Keras ⭐ 60,982

Deep Learning for humans

Faceswap ⭐ 48,125

Deepfakes Software For All

Spacy ⭐ 28,628

💫 Industrial-strength Natural Language Processing (NLP) in Python

Pytorch Tutorial ⭐ 27,137

PyTorch Tutorial for Deep Learning Researchers

Data Science Ipython Notebooks ⭐ 25,668

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Handson Ml ⭐ 25,036

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

Paddle ⭐ 21,659

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

Cntk ⭐ 17,477

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Onnx ⭐ 16,275

Open standard for machine learning interoperability

Gensim ⭐ 15,180

Topic Modelling for Humans

Awesome Pytorch List ⭐ 14,715

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

Numpy Ml ⭐ 14,162

Machine learning, in numpy

Neural Networks And Deep Learning ⭐ 14,073

Code samples for my book "Neural Networks and Deep Learning"

The Unified AI Framework

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

Deeplearning4j ⭐ 13,397

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.

Python Machine Learning Book ⭐ 11,645

The "Python Machine Learning (1st edition)" book code repository and info resource

Fast Style Transfer ⭐ 10,768

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

The Incredible Pytorch ⭐ 10,557

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

Tflearn ⭐ 9,602

Deep learning library featuring a higher-level API for TensorFlow.

Mlalgorithms ⭐ 9,318

Minimal and clean examples of machine learning algorithms implementations

Kornia ⭐ 9,066

Geometric Computer Vision Library for SpatialAI

NeMo: a toolkit for conversational AI

Keras Gan ⭐ 8,842

Keras implementations of Generative Adversarial Networks.

Tensorflow Tutorials ⭐ 8,644

TensorFlow Tutorials with YouTube Videos

Tutorials ⭐ 8,562

机器学习相关教程

Video2x ⭐ 8,167

A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley II, 2018.

Petals ⭐ 8,040

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

Pytorch Tutorial ⭐ 7,372

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

Tensorlayer ⭐ 7,298

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

Models ⭐ 6,819

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

Serving ⭐ 6,045

A flexible, high-performance serving system for machine learning models

Chainer ⭐ 5,867

A flexible framework of neural networks for deep learning

Bertviz ⭐ 5,547

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

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

Keras Rl ⭐ 5,348

Deep Reinforcement Learning for Keras.

Seq2seq ⭐ 5,300

A general-purpose encoder-decoder framework for Tensorflow

Cnn Text Classification Tf ⭐ 5,256

Convolutional Neural Network for Text Classification in Tensorflow

Graph_nets ⭐ 5,188

Build Graph Nets in Tensorflow

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

Have Fun With Machine Learning ⭐ 4,912

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

Deeplearning.ai Summary ⭐ 4,881

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

Composer ⭐ 4,797

Supercharge Your Model Training

Imagededup ⭐ 4,789

😎 Finding duplicate images made easy!

Tensorflow World ⭐ 4,526

🌎 Simple and ready-to-use tutorials for TensorFlow

Paddlex ⭐ 4,510

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

Ignite ⭐ 4,409

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

Pointnet ⭐ 4,396

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Image Super Resolution ⭐ 4,392

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

Machine_learning_complete ⭐ 4,296

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

Kaolin ⭐ 4,038

A PyTorch Library for Accelerating 3D Deep Learning Research

Learning To Learn ⭐ 3,961

Learning to Learn in TensorFlow

Tensorflow Tutorial ⭐ 3,873

Tensorflow tutorial from basic to hard

Intel® Nervana™ reference deep learning framework committed to best performance on all hardware

Lasagne ⭐ 3,844

Lightweight library to build and train neural networks in Theano

Machine_learning_basics ⭐ 3,754

Plain python implementations of basic machine learning algorithms

Colornet ⭐ 3,514

Neural Network to colorize grayscale images

Neural_prophet ⭐ 3,512

NeuralProphet: A simple forecasting package

Pytorch Forecasting ⭐ 3,439

Time series forecasting with PyTorch

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.

Llm Foundry ⭐ 3,354

LLM training code for MosaicML foundation models

Hummingbird ⭐ 3,268

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

Manga Image Translator ⭐ 3,225

Translate manga/image 一键翻译各类图片内文字 https://cotrans.touhou.ai/

Best_ai_papers_2022 ⭐ 3,200

A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

Ml Workspace ⭐ 3,197

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

Deep Learning Roadmap ⭐ 3,139

📡 Organized Resources for Deep Learning Researchers and Developers

Picogpt ⭐ 3,084

An unnecessarily tiny implementation of GPT-2 in NumPy.

a delightful machine learning tool that allows you to train, test, and use models without writing code

Easy Tensorflow ⭐ 2,875

Simple and comprehensive tutorials in TensorFlow

Mljar Supervised ⭐ 2,867

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

[CVPR2020] Adversarial Latent Autoencoders

Data Science Best Resources ⭐ 2,718

Carefully curated resource links for data science in one place

Ml Glossary ⭐ 2,710

Machine learning glossary

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

Deep Learning Book ⭐ 2,650

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

Neuralcoref ⭐ 2,607

✨Fast Coreference Resolution in spaCy with Neural Networks

Keras Vis ⭐ 2,592

Neural network visualization toolkit for keras

Deepjazz ⭐ 2,583

Deep learning driven jazz generation using Keras & Theano!

Knockknock ⭐ 2,516

🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

Data Science Roadmap ⭐ 2,445

Data Science Roadmap from A to Z

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Spektral ⭐ 2,317

Graph Neural Networks with Keras and Tensorflow 2.

Machine Learning ⭐ 2,260

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

Hackingneuralnetworks ⭐ 2,215

A small course on exploiting and defending neural networks

Muzero General ⭐ 2,203

Crnn.pytorch ⭐ 2,181

Convolutional recurrent network in pytorch

Pytorch Nlp ⭐ 2,180

Basic Utilities for PyTorch Natural Language Processing (NLP)

Awesome Pytorch Chinese ⭐ 2,155

【干货】史上最全的PyTorch学习资源汇总

Tensorflow Speech Recognition ⭐ 2,150

🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks

Deep Learning For Recommendation Systems ⭐ 2,141

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

Deepxde ⭐ 2,135

A library for scientific machine learning and physics-informed learning

Pennylane ⭐ 2,133

PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Train a quantum computer the same way as a neural network.

Neuralforecast ⭐ 2,121

Scalable and user friendly neural 🧠 forecasting algorithms.

An End-To-End, Lightweight and Flexible Platform for Game Research

Machine Learning Specialization Coursera ⭐ 2,082

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

Codesearchnet ⭐ 2,054

Datasets, tools, and benchmarks for representation learning of code.

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