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The Top 1,515 Ml Open Source Projects on Github

Tensorflow ⭐ 161,064
An Open Source Machine Learning Framework for Everyone
Ml For Beginners ⭐ 27,720
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Handson Ml ⭐ 23,646
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Yolov5 ⭐ 19,373
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Netron ⭐ 17,060
Visualizer for neural network, deep learning, and machine learning models
Onnx ⭐ 11,761
Open standard for machine learning interoperability
Kubeflow ⭐ 10,995
Machine Learning Toolkit for Kubernetes
Mlflow ⭐ 10,829
Open source platform for the machine learning lifecycle
Dopamine ⭐ 9,656
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Caffe2 ⭐ 8,430
Caffe2 is a lightweight, modular, and scalable deep learning framework.
Yolov3 ⭐ 8,109
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
Ludwig ⭐ 8,005
Data-centric declarative deep learning framework
Machinelearning ⭐ 7,728
ML.NET is an open source and cross-platform machine learning framework for .NET.
Awesome Mlops ⭐ 6,947
A curated list of references for MLOps
Mnn ⭐ 6,260
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
Serving ⭐ 5,294
A flexible, high-performance serving system for machine learning models
Metaflow ⭐ 5,058
🚀 Build and manage real-life data science projects with ease!
Awesome Coreml Models ⭐ 4,998
Largest list of models for Core ML (for iOS 11+)
Pycaret ⭐ 4,472
An open-source, low-code machine learning library in Python
Mindsdb ⭐ 4,150
Predictive AI layer for existing databases.
Flashlight ⭐ 4,025
A C++ standalone library for machine learning
Hub ⭐ 3,751
Dataset format for AI. Easily build and manage datasets for machine and deep learning. Stream data real-time & version-control it. https://activeloop.ai
Snips Nlu ⭐ 3,482
Snips Python library to extract meaning from text
Machinelearning Samples ⭐ 3,432
Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.
Bentoml ⭐ 3,038
Model Serving Made Easy
Hub ⭐ 2,996
A library for transfer learning by reusing parts of TensorFlow models.
Polyaxon ⭐ 2,958
Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)
Synapseml ⭐ 2,855
Simple and Distributed Machine Learning
Oneflow ⭐ 2,823
OneFlow is a performance-centered and open-source deep learning framework.
Nlpaug ⭐ 2,708
Data augmentation for NLP
Feast ⭐ 2,534
Feature Store for Machine Learning
Scio ⭐ 2,236
A Scala API for Apache Beam and Google Cloud Dataflow.
Djl ⭐ 2,236
An Engine-Agnostic Deep Learning Framework in Java
Ml ⭐ 2,110
Machine learning tools in JavaScript
Transmogrifai ⭐ 2,061
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 ⭐ 1,583
Curated list: Resources for machine learning in Ruby
Scaledyolov4 ⭐ 1,574
Scaled-YOLOv4: Scaling Cross Stage Partial Network
Gpflow ⭐ 1,538
Gaussian processes in TensorFlow
Codesearchnet ⭐ 1,446
Datasets, tools, and benchmarks for representation learning of code.
Fklearn ⭐ 1,359
fklearn: Functional Machine Learning
Home ⭐ 1,291
ApacheCN 开源组织：公告、介绍、成员、活动、交流方式
Alpaca ⭐ 1,290
Functional programming inspired by ML for the Erlang VM
Thing Translator ⭐ 1,232
📷 🗣 Point your camera at things to hear how to say them in a different language
Advisor ⭐ 1,202
Open-source implementation of Google Vizier for hyper parameters tuning
Pycm ⭐ 1,179
Multi-class confusion matrix library in Python
Niftynet ⭐ 1,170
[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
Model Optimization ⭐ 1,163
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
Dltk ⭐ 1,129
Deep Learning Toolkit for Medical Image Analysis
Photonix ⭐ 1,067
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, face recognition, location awareness, color analysis and other ML algorithms.
Tribuo ⭐ 989
Tribuo - A Java machine learning library
Skater ⭐ 973
Python Library for Model Interpretation/Explanations
Yt Channels Ds Ai Ml Cs ⭐ 957
A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.
Awesome Ai Ml Dl ⭐ 943
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
Awesome Mlops ⭐ 902
😎 A curated list of awesome MLOps tools
Wheels ⭐ 885
Performance-optimized wheels for TensorFlow (SSE, AVX, FMA, XLA, MPI)
Attention Ocr ⭐ 874
A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.
Windows Machine Learning ⭐ 767
Samples and Tools for Windows ML.
Flutter Ai Rubik Cube Solver ⭐ 741
Flutter-Python rubiks cube solver.
Ai Economist ⭐ 725
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).
Xai ⭐ 720
XAI - An eXplainability toolbox for machine learning
Jubatus ⭐ 700
Framework and Library for Distributed Online Machine Learning
Aoe ⭐ 697
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。
Neoml ⭐ 657
Machine learning framework for both deep learning and traditional algorithms
Hyperparameter_hunter ⭐ 635
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
Gocaml ⭐ 631
🐫 Practical statically typed functional programming language implementation with Go and LLVM
Ffdl ⭐ 601
Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes
Sparklearning ⭐ 573
Learning Apache spark,including code and data .Most part can run local.
Rumale ⭐ 551
Rumale is a machine learning library in Ruby
Compression ⭐ 530
Data compression in TensorFlow
Guess Next ⭐ 525
🔮 Demo application showing the integration of Guess.js with Next.js
Tryenlight.github.io ⭐ 490
💻 Learn to code by building projects (old site!)
Nnom ⭐ 483
A higher-level Neural Network library for microcontrollers.
Myvision ⭐ 475
Computer vision based ML training data generation tool 🚀
N2 ⭐ 473
TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets
Lexpredict Lexnlp ⭐ 472
LexNLP by LexPredict
Kglib ⭐ 464
Grakn Knowledge Graph Library (ML R&D)
Resources ⭐ 459
This repo is a one stop destination to find resources for learning various domains. You can find the roadmap for any domain here.
Featran ⭐ 440
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
Csinva.github.io ⭐ 391
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
Depthai ⭐ 379
DepthAI Python API utilities, examples, and tutorials.
Decision Forests ⭐ 372
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
0xdeca10b ⭐ 360
Sharing Updatable Models (SUM) on Blockchain
Andrew Ng Notes ⭐ 360
This is Andrew NG Coursera Handwritten Notes.
Differentiable Plasticity ⭐ 358
Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.
Php Opencv Examples ⭐ 358
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
Rgf ⭐ 352
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.
Deepsparse ⭐ 344
Neural network inference engine that delivers GPU-class performance for sparsified models on CPUs
Responsible Ai Toolbox ⭐ 336
This project provides responsible AI user interfaces for Fairlearn, interpret-community, and Error Analysis, as well as foundational building blocks that they rely on.
Cleora ⭐ 333
Cleora AI is a general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data.
Zingg ⭐ 325
Scalable data mastering, deduplication and entity resolution.
Openrec ⭐ 316
OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms
Imodels ⭐ 315
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
Sig Mlops ⭐ 300
CDF SIG MLOps
Clai ⭐ 300
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.
Rb Libsvm ⭐ 275
Ruby language bindings for LIBSVM
Atlas ⭐ 273
An Open Source, Self-Hosted Platform For Applied Deep Learning Development
Sk Dist ⭐ 267
Distributed scikit-learn meta-estimators in PySpark
Python ⭐ 265
Python bindings for BigML.io
1-100 of 1,515 projects

Related Projects

Machine Learning Ml Projects (728)
Python Ml Projects (708)
Ai Ml Projects (428)
Jupyter Notebook Ml Projects (367)
Python Machine Learning Ml Projects (346)
Deep Learning Ml Projects (248)
Python Ai Ml Projects (215)
Machine Learning Ai Ml Projects (200)
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
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