The Top 191 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 191 Ml Open Source Projects

Categories > Machine Learning > Ml

Tensorflow ⭐ 157,675

An Open Source Machine Learning Framework for Everyone

Handson Ml ⭐ 23,138

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 ⭐ 15,267

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

Yolov5 ⭐ 14,164

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Ml For Beginners ⭐ 13,493

12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all

Onnx ⭐ 11,013

Open standard for machine learning interoperability

Kubeflow ⭐ 10,526

Machine Learning Toolkit for Kubernetes

Mlflow ⭐ 9,813

Open source platform for the machine learning lifecycle

Dopamine ⭐ 9,475

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

Caffe2 ⭐ 8,427

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

Machinelearning ⭐ 7,581

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

Yolov3 ⭐ 7,556

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

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

Awesome Mlops ⭐ 5,389

A curated list of references for MLOps

Serving ⭐ 5,124

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

Awesome Coreml Models ⭐ 5,083

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

Metaflow ⭐ 4,511

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

Flashlight ⭐ 3,845

A C++ standalone library for machine learning

Mindsdb ⭐ 3,820

Predictive AI layer for existing databases.

Pycaret ⭐ 3,757

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

Snips Nlu ⭐ 3,529

Snips Python library to extract meaning from text

Fastest dataset optimization and management for machine and deep learning. Stream data real-time & version-control it. http://activeloop.ai

Machinelearning Samples ⭐ 3,280

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

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

Polyaxon ⭐ 2,868

Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)

Bentoml ⭐ 2,664

Model Serving Made Easy

Oneflow ⭐ 2,551

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

Mmlspark ⭐ 2,381

Microsoft Machine Learning for Apache Spark

Nlpaug ⭐ 2,249

Data augmentation for NLP

A Scala API for Apache Beam and Google Cloud Dataflow.

Machine learning tools in JavaScript

Feast ⭐ 2,051

Feature Store for Machine Learning

An Engine-Agnostic Deep Learning Framework in Java

Transmogrifai ⭐ 2,026

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

Machine Learning With Ruby ⭐ 1,632

Curated list: Resources for machine learning in Ruby

Gpflow ⭐ 1,483

Gaussian processes in TensorFlow

Scaledyolov4 ⭐ 1,456

Scaled-YOLOv4: Scaling Cross Stage Partial Network

Codesearchnet ⭐ 1,449

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

Advisor ⭐ 1,385

Open-source implementation of Google Vizier for hyper parameters tuning

Alpaca ⭐ 1,359

Functional programming inspired by ML for the Erlang VM

Fklearn ⭐ 1,328

fklearn: Functional Machine Learning

Niftynet ⭐ 1,288

[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

ApacheCN 开源组织：公告、介绍、成员、活动、交流方式

Thing Translator ⭐ 1,242

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

Multi-class confusion matrix library in Python

Model Optimization ⭐ 1,080

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

Awesome Ai Ml Dl ⭐ 916

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

Yt Channels Ds Ai Ml Cs ⭐ 890

A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.

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

Attention Ocr ⭐ 873

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

Photonix ⭐ 864

A modern, web-based photo management server. 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.

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 ⭐ 758

Flutter-Python rubiks cube solver.

Windows Machine Learning ⭐ 713

Samples and Tools for Windows ML.

Jubatus ⭐ 703

Framework and Library for Distributed Online Machine Learning

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

XAI - An eXplainability toolbox for machine learning

Hyperparameter_hunter ⭐ 657

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

Machine learning framework for both deep learning and traditional algorithms

Ai Economist ⭐ 618

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).

Awesome Mlops ⭐ 573

😎 A curated list of awesome MLOps tools

Sparklearning ⭐ 566

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

Rumale is a machine learning library in Ruby

Guess Next ⭐ 526

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

Compression ⭐ 513

Data compression in TensorFlow

Tryenlight.github.io ⭐ 500

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

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

Myvision ⭐ 470

Computer vision based ML training data generation tool 🚀

Fastocloud ⭐ 464

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

Lexpredict Lexnlp ⭐ 461

LexNLP by LexPredict

Grakn Knowledge Graph Library (ML R&D)

A higher-level Neural Network library for microcontrollers.

Featran ⭐ 433

A Scala feature transformation library for data science and machine learning

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

Openrec ⭐ 377

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

Csinva.github.io ⭐ 372

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

Differentiable Plasticity ⭐ 371

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

Cs229_ml ⭐ 364

🍟 Stanford CS229: Machine Learning

Resources ⭐ 364

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

Php Opencv Examples ⭐ 355

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

Irl Imitation ⭐ 353

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

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.

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.

0xdeca10b ⭐ 339

Sharing Updatable Models (SUM) on Blockchain

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

Andrew Ng Notes ⭐ 307

This is Andrew NG Coursera Handwritten Notes.

Decision Forests ⭐ 299

A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.

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。

Rb Libsvm ⭐ 277

Ruby language bindings for LIBSVM

Depthai ⭐ 272

DepthAI Python API utilities, examples, and tutorials.

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

Ailearners ⭐ 267

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

Sk Dist ⭐ 267

Distributed scikit-learn meta-estimators in PySpark

Python bindings for BigML.io

Nimbusml ⭐ 265

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

An ML-like functional programming language

1-100 of 191 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