The Top 180 Ml Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 180 Ml Open Source Projects

Categories > Machine Learning > Ml

Tensorflow ⭐ 155,002

An Open Source Machine Learning Framework for Everyone

Handson Ml ⭐ 22,686

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

Netron ⭐ 14,119

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

Yolov5 ⭐ 10,427

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

Kubeflow ⭐ 10,183

Machine Learning Toolkit for Kubernetes

Onnx ⭐ 10,082

Open standard for machine learning interoperability

Dopamine ⭐ 9,381

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

Mlflow ⭐ 8,912

Open source platform for the machine learning lifecycle

Caffe2 ⭐ 8,436

Caffe2 is a lightweight, modular, and scalable deep learning framework.

Machinelearning ⭐ 7,470

ML.NET is an open source and cross-platform machine learning framework for .NET.

Yolov3 ⭐ 7,049

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

Serving ⭐ 4,988

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

Awesome Coreml Models ⭐ 4,973

Largest list of models for Core ML (for iOS 11+)

Awesome Mlops ⭐ 4,422

A curated list of references for MLOps

Metaflow ⭐ 4,276

Build and manage real-life data science projects with ease.

Mindsdb ⭐ 3,675

Predictive AI layer for existing databases.

Snips Nlu ⭐ 3,479

Snips Python library to extract meaning from text

Pycaret ⭐ 3,230

An open-source, low-code machine learning library in Python

Machinelearning Samples ⭐ 3,151

Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.

Fastest unstructured dataset management for TensorFlow/PyTorch. Stream data real-time & version-control it. http://activeloop.ai

Polyaxon ⭐ 2,799

Machine Learning Platform for Kubernetes

A library for transfer learning by reusing parts of TensorFlow models.

Flashlight ⭐ 2,608

A C++ standalone library for machine learning

Bentoml ⭐ 2,357

Model Serving Made Easy

Oneflow ⭐ 2,346

OneFlow is a performance-centered and open-source deep learning framework.

Mmlspark ⭐ 2,309

Microsoft Machine Learning for Apache Spark

A Scala API for Apache Beam and Google Cloud Dataflow.

Machine learning tools in JavaScript

Transmogrifai ⭐ 2,004

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

An Engine-Agnostic Deep Learning Framework in Java

Nlpaug ⭐ 1,834

Data augmentation for NLP

Feast ⭐ 1,727

Feature Store for Machine Learning

Machine Learning With Ruby ⭐ 1,603

Curated list: Resources for machine learning in Ruby

Gpflow ⭐ 1,420

Gaussian processes in TensorFlow

Codesearchnet ⭐ 1,391

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

Advisor ⭐ 1,371

Open-source implementation of Google Vizier for hyper parameters tuning

Alpaca ⭐ 1,350

Functional programming inspired by ML for the Erlang VM

Fklearn ⭐ 1,306

fklearn: Functional Machine Learning

Niftynet ⭐ 1,280

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Deep Learning Toolkit for Medical Image Analysis

Thing Translator ⭐ 1,235

📷 🗣 Point your camera at things to hear how to say them in a different language

ApacheCN 开源组织：公告、介绍、成员、活动、交流方式

Multi-class confusion matrix library in Python

Model Optimization ⭐ 1,027

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

Python Library for Model Interpretation/Explanations

Tribuo - A Java machine learning library

Performance-optimized wheels for TensorFlow (SSE, AVX, FMA, XLA, MPI)

Awesome Ai Ml Dl ⭐ 873

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

Attention Ocr ⭐ 853

A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

AoE (AI on Edge，终端智能，边缘计算) 是一个终端侧AI集成运行时环境 (IRE)，帮助开发者提升效率。

Flutter Ai Rubik Cube Solver ⭐ 752

Flutter-Python rubiks cube solver.

Jubatus ⭐ 702

Framework and Library for Distributed Online Machine Learning

Windows Machine Learning ⭐ 667

Samples and Tools for Windows ML.

🐫 Practical statically typed functional programming language implementation with Go and LLVM

Hyperparameter_hunter ⭐ 646

Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

Photonix ⭐ 638

This is a new web-based photo management application. Run it on your home server and it will let you find the right photo from your collection on any device. Smart filtering is made possible by object recognition, location awareness, color analysis and other ML algorithms.

XAI - An eXplainability toolbox for machine learning

Machine learning framework for both deep learning and traditional algorithms

Sparklearning ⭐ 560

Learning Apache spark,including code and data .Most part can run local.

Ai Economist ⭐ 555

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

Rumale is a machine learning library in Ruby

Guess Next ⭐ 527

🔮 Demo application showing the integration of Guess.js with Next.js

Tryenlight.github.io ⭐ 495

💻 Learn to code by building projects (old site!)

Fastocloud ⭐ 464

Self-hosted IPTV/NVR/CCTV/Video service (Community version)

Compression ⭐ 462

Data compression in TensorFlow

TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets

Myvision ⭐ 457

Computer vision based ML training data generation tool 🚀

Lexpredict Lexnlp ⭐ 441

LexNLP by LexPredict

Featran ⭐ 425

A Scala feature transformation library for data science and machine learning

Grakn Knowledge Graph Library (ML R&D)

Machinejs ⭐ 412

[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml

A higher-level Neural Network library for microcontrollers.

Differentiable Plasticity ⭐ 369

Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.

Openrec ⭐ 368

OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms

Cs229_ml ⭐ 364

🍟 Stanford CS229: Machine Learning

Csinva.github.io ⭐ 354

Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.

Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.

Irl Imitation ⭐ 337

Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

Php Opencv Examples ⭐ 337

Tutorial for computer vision and machine learning in PHP 7/8 by opencv (installation + examples + documentation)

Command Line Artificial Intelligence or CLAI is an open-sourced project from IBM Research aimed to bring the power of AI to the command line interface.

Cleora AI is a general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data.

Awesome Mlops ⭐ 294

😎 A curated list of awesome MLOps tools

0xdeca10b ⭐ 291

Sharing Updatable Models (SUM) on Blockchain

Rb Libsvm ⭐ 278

Ruby language bindings for LIBSVM

Nimbusml ⭐ 265

Python machine learning package providing simple interoperability between ML.NET and scikit-learn components.

Python bindings for BigML.io

An Open Source, Self-Hosted Platform For Applied Deep Learning Development

Sk Dist ⭐ 261

Distributed scikit-learn meta-estimators in PySpark

整理一些书籍 ,包含 C&C++ 、git 、Java、Keras 、Linux 、NLP 、Python 、Scala 、TensorFlow 、大数据、推荐系统、数据库、数据挖掘、机器学习、深度学习、算法等。

Ailearners ⭐ 242

机器学习、深度学习、自然语言处理、计算机视觉、各种算法等AI领域相关技术的路线、教程、干货分享。笔记有：机器学习实战、剑指Offer、cs231n、cs131、吴恩达机器学习、cs224n、python自然语言处理实战

An ML framework to accelerate research and its path to production.

Toolkit to Hack Your Deep Learning Models

Data Science Free ⭐ 232

Free Resources For Data Science created by Shubham Kumar

An ML-like functional programming language

Fuzzy and semantic search for captioned YouTube videos.

Ml Examples ⭐ 218

Arm Machine Learning tutorials and examples

Depthai ⭐ 218

DepthAI Python API utilities, examples, and tutorials.

Resources ⭐ 216

This repo is a one stop destination to find resources for learning various domains. You can find the roadmap for any domain here.

1-100 of 180 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210