Top Machine Learning Github repositories

Based on Top Deep Learning

Here is a list of the top-200 Machine Learning Github repositories sorted by the number of stars. The query that has been used for the GitHub search API is "Machine Learning".

Date: 03/16/2018

Note: This listing will be updated regularly.

Id	Name	Description	Language	Stars	Forks
1	tensorflow	Computation using data flow graphs for scalable machine learning	C++	92877	59682
2	awesome-machine-learning	A curated list of awesome Machine Learning frameworks, libraries and software.	Python	31263	7647
3	scikit-learn	scikit-learn: machine learning in Python	Python	26594	13399
4	machine-learning-for-software-engineers	A complete daily plan for studying to become a machine learning engineer.	None	18320	3731
5	predictionio	PredictionIO, a machine learning server for developers and ML engineers. Built on Apache Spark, HBase and Spray.	Scala	11126	1786
6	Qix	Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang	None	10754	4324
7	cheatsheets-ai	Essential Cheat Sheets for deep learning and machine learning researchers	None	9141	1981
8	python-machine-learning-book	The "Python Machine Learning (1st edition)" book code repository and info resource	Jupyter Notebook	8151	2968
9	ML-From-Scratch	Machine Learning From Scratch. Bare bones Python implementations of Machine Learning models and algorithms with a focus on transparency and accessibility. Aims to cover everything from Data Mining to Deep Learning.	Python	7991	1093
10	dive-into-machine-learning	Dive into Machine Learning with Python Jupyter notebook and scikit-learn!	None	7966	1360
11	Machine-Learning-Tutorials	machine learning and deep learning tutorials, articles and other resources	None	6920	1923
12	deeplearnjs	Hardware-accelerated deep learning // machine learning // NumPy library for the web.	TypeScript	6737	658
13	MLAlgorithms	Minimal and clean examples of machine learning algorithms	Python	6580	1027
14	state-of-the-art-result-for-machine-learning-problems	This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.	None	6389	962
15	handson-ml	A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.	Jupyter Notebook	6357	3172
16	turicreate	Turi Create simplifies the development of custom machine learning models.	C++	6173	553
17	pattern	Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.	Python	6143	1191
18	ChatterBot	ChatterBot is a machine learning, conversational dialog engine for creating chat bots	Python	5501	1947
19	php-ml	PHP-ML - Machine Learning library for PHP	PHP	5460	743
20	vowpal_wabbit	Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.	C++	5338	1348
21	golearn	Machine Learning for Go	Go	5305	666
22	Swift-AI	The Swift machine learning library.	Swift	5282	523
23	LightGBM	A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.	C++	4968	1310
24	have-fun-with-machine-learning	An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks	Python	4536	436
25	dlib	A toolkit for making real world machine learning and data analysis applications in C++	C++	4435	1325
26	aerosolve	A machine learning package built for humans.	Scala	4303	556
27	amazon-dsstne	Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models	C++	4065	671
28	facets	Visualizations for machine learning datasets	Jupyter Notebook	3990	455
29	tpot	A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.	Python	3757	605
30	smile	Statistical Machine Intelligence & Learning Engine	Java	3693	702
31	TensorFlow-Book	Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.	Jupyter Notebook	3692	882
32	Data-Analysis-and-Machine-Learning-Projects	Repository of teaching materials, code, and data for my data analysis and machine learning projects.	Jupyter Notebook	3525	1117
33	lime	Lime: Explaining the predictions of any machine learning classifier	JavaScript	3478	458
34	bullet3	Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.	C++	3371	928
35	ML_for_Hackers	Code accompanying the book "Machine Learning for Hackers"	R	3269	2163
36	FlappyLearning	Program learning to play Flappy Bird by machine learning (Neuroevolution)	JavaScript	3250	358
37	machine-learning-mindmap	A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.	None	3222	503
38	weight-loss	Machine Learning meets ketosis: how to effectively lose weight	Python	3156	141
39	angel	A Flexible and Powerful Parameter Server for large-scale machine learning	Java	3153	776
40	pattern_classification	A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks	Jupyter Notebook	3098	1041
41	pymc3	Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano	Python	3030	746
42	DataSciencePython	common data analysis and machine learning tasks using python	Python	2984	837
43	whereami	Uses WiFi signals 📶 and machine learning to predict where you are	Python	2976	191
44	h2o-3	Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), ...)	Java	2923	1162
45	teachable-machine	Explore how machine learning works, live in the browser. No coding required.	JavaScript	2872	297
46	DeepLearningProject	An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.	HTML	2833	428
47	tensorflow_cookbook	Code for Tensorflow Machine Learning Cookbook	Jupyter Notebook	2827	1312
48	kubeflow	Machine Learning Toolkit for Kubernetes	Python	2783	309
49	Learn_Machine_Learning_in_3_Months	This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube	None	2782	410
50	MachineLearning	Machine Learning in Action（机器学习实战）	HTML	2648	927
51	framework	Machine learning, computer vision, statistics and general scientific computing for .NET	C#	2608	1332
52	pipeline	PipelineAI: The Standard Runtime For Every Real-Time Machine Learning and AI Prediction in the Enterprise	HTML	2474	665
53	NakedTensor	Bare bone examples of machine learning in TensorFlow	Python	2456	152
54	DMTK	Microsoft Distributed Machine Learning Toolkit	None	2394	558
55	ml-agents	Unity Machine Learning Agents	C#	2365	459
56	MachineLearning	Basic Machine Learning and Deep Learning	Python	2322	1978
57	mit-deep-learning-book-pdf	MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville	Java	2270	535
58	h2o-2	h2o = fast statistical, machine learning & math runtime for bigdata	Java	2258	601
59	imgaug	Image augmentation for machine learning experiments.	Python	2231	471
60	PRMLT	Matlab code for machine learning algorithms in book PRML	Matlab	2208	1111
61	machine-learning-cheat-sheet	Classical equations and diagrams in machine learning	TeX	2103	549
62	mlpack	mlpack: a scalable C++ machine learning library --	C++	2038	784
63	dl-setup	Instructions for setting up the software on your deep learning machine	None	1998	331
64	serving	A flexible, high-performance serving system for machine learning models	C++	1954	842
65	introduction_to_ml_with_python	Notebooks and code for the book "Introduction to Machine Learning with Python"	Jupyter Notebook	1947	1050
66	machine-learning	Content for Udacity's Machine Learning curriculum	Jupyter Notebook	1924	3984
67	BuildingMachineLearningSystemsWithPython	Source Code for the book Building Machine Learning Systems with Python	Python	1881	1238
68	awesome-machine-learning-cn	机器学习资源大全中文版，包括机器学习领域的框架、库以及软件	None	1873	776
69	gorgonia	Gorgonia is a library that helps facilitate machine learning in Go.	Go	1737	171
70	machine_learning_basics	Plain python implementations of basic machine learning algorithms	Jupyter Notebook	1712	202
71	awesome-ml-for-cybersecurity	Machine Learning for Cyber Security	None	1691	475
72	Machine-Learning	None	None	1688	508
73	awesome-machine-learning-on-source-code	Interesting links & research papers related to Machine Learning applied to source code	None	1659	159
74	EasyML	Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.	Java	1554	334
75	xlearn	High Performance, Easy-to-use, and Scalable Machine Learning Package (C++, Python, R)	C++	1518	220
76	benchm-ml	A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).	R	1425	257
77	parallel_ml_tutorial	Tutorial on scikit-learn and IPython for parallel machine learning	Jupyter Notebook	1405	564
78	oryx	Oryx 2: Lambda architecture on Apache Spark, Apache Kafka for real-time large scale machine learning	Java	1392	343
79	HLearn	Homomorphic machine learning	Haskell	1376	127
80	mlxtend	A library of extension and helper modules for Python's data analysis and machine learning libraries.	Python	1358	349
81	machine-learning	🌎 machine learning algorithms tutorials (mainly in Python3)	Jupyter Notebook	1355	238
82	machine_learning_examples	A collection of machine learning examples and tutorials.	Python	1325	1629
83	mlcourse_open	OpenDataScience Machine Learning course. Both in English and Russian	Python	1283	1289
84	seldon-server	Machine Learning Platform and Recommendation Engine built on Kubernetes	Java	1282	273
85	Data-Science-45min-Intros	Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques	Jupyter Notebook	1240	399
86	AI-Blocks	A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models!	JavaScript	1201	118
87	Theano-Tutorials	Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.	Python	1189	458
88	arXivTimes	repository to research & share the machine learning articles	None	1132	61
89	machinelearninginaction	Source Code for the book: Machine Learning in Action published by Manning	HTML	1067	1029
90	iOS_ML	List of Machine Learning, AI, NLP solutions for iOS. The most recent version of this article can be found on my blog.	None	1061	115
91	spearmint	Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012	Python	1038	277
92	opencv4nodejs	Asynchronous OpenCV 3.x nodejs bindings with JavaScript and TypeScript API, with examples for: Face Detection, Machine Learning, Deep Neural Nets, Hand Gesture Recognition, Object Tracking, Feature Matching, Image Histogram	C++	1037	138
93	ML-Tutorial-Experiment	Coding the Machine Learning Tutorial for Learning to Learn	Jupyter Notebook	1035	347
94	DataScienceR	a curated list of R tutorials for Data Science, NLP and Machine Learning	R	1019	572
95	papers	Summaries of machine learning papers	None	1007	195
96	cortex	Machine learning in Clojure	Clojure	997	86
97	datumbox-framework	Datumbox is an open-source Machine Learning framework written in Java which allows the rapid development of Machine Learning and Statistical applications.	Java	964	275
98	python-machine-learning-book-2nd-edition	The "Python Machine Learning (2nd edition)" book code repository and info resource	Jupyter Notebook	960	419
99	machine-learning-with-ruby	Curated list: Resources for machine learning in Ruby.	Ruby	952	74
100	TensorComprehensions	A domain specific language to express machine learning workloads.	C++	942	70
101	mlr	mlr: Machine Learning in R	R	910	273
102	vehicle-detection	Vehicle detection using machine learning and computer vision techniques for Udacity's self-driving car course.	Jupyter Notebook	904	99
103	AndroidTensorFlowMachineLearningExample	Android TensorFlow MachineLearning Example (Building TensorFlow for Android)	Java	900	271
104	ml-videos	A collection of video resources for machine learning	None	900	122
105	limdu	Machine-learning for Node.js	JavaScript	860	77
106	veles	Distributed machine learning platform	C++	856	187
107	ml	Machine learning tools in JavaScript	JavaScript	856	90
108	turkce-yapay-zeka-kaynaklari	Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.	None	850	129
109	machine-learning-surveys	A curated list of Machine Learning Surveys, Tutorials and Books.	JavaScript	842	111
110	goml	On-line Machine Learning in Go (and so much more)	Go	840	68
111	BIDMach	CPU and GPU-accelerated Machine Learning Library	Jupyter Notebook	834	165
112	mshadow	Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning	C++	832	396
113	shap	A unified approach to explain the output of any machine learning model	Jupyter Notebook	821	69
114	SFrame	SFrame: Scalable tabular and graph data-structures built for out-of-core data analysis and machine learning.	C++	817	302
115	Metrics	Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave	Python	788	317
116	node-tensorflow	Node-tensorflow is a NodeJS API for utilizing Google's machine learning library TensorFlow.	C++	784	67
117	MachineLearning	Machine learning resources	None	782	293
118	CourseraML	I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!	Jupyter Notebook	751	303
119	ComputeLibrary	The ARM Computer Vision and Machine Learning library is a set of functions optimised for both ARM CPUs and GPUs using SIMD technologies.	C++	740	237
120	Machine-Learning-for-Cyber-Security	Curated list of tools and resources related to the use of machine learning for cyber security	None	717	229
121	3D-Machine-Learning	A resource repository for 3D machine learning	None	704	160
122	suiron	Machine Learning for RC Cars	Python	703	75
123	fuel	A data pipeline framework for machine learning	Python	697	238
124	machine-learning-samples	Sample applications built using AWS' Amazon Machine Learning.	Python	692	296
125	jubatus	Framework and Library for Distributed Online Machine Learning	C++	689	149
126	spark-py-notebooks	Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks	Jupyter Notebook	687	463
127	Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials	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 Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)	Python	682	299
128	auto_ml	Automated machine learning for analytics & production	Python	677	121
129	ml4a-ofx	A collection of openFrameworks apps for working with machine learning	C++	671	149
130	ramp	Rapid Machine Learning Prototyping in Python	Python	657	100
131	mmlspark	Microsoft Machine Learning for Apache Spark	Scala	646	134
132	MachineLearning	一些关于机器学习的学习资料与研究介绍	None	641	277
133	machine_learning	Machine learning library for Node.js	JavaScript	634	112
134	MachineLearning_Python	机器学习算法python实现	Python	633	348
135	rusty-machine	Machine Learning library for Rust	Rust	630	68
136	mlhelper	Algorithms and utils for Machine Learning in JavaScript.	TypeScript	629	36
137	Multiverso	Parameter server framework for distributed machine learning	C++	612	195
138	machine-learning-coursera-1	This repo is specially created for all the work done my me as a part of Coursera's Machine Learning Course.	None	610	575
139	Machine-Learning-Flappy-Bird	Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm	JavaScript	609	171
140	high-school-guide-to-machine-learning	Being a high schooler myself and having studied Machine Learning and Artificial Intelligence for a year now, I believe that there fails to exist a learning path in this field for High School students. This is my attempt at creating one.	None	605	46
141	tutorials	A series of machine learning tutorials for Torch7	Jupyter Notebook	601	319
142	rasa_core	machine learning based dialogue engine for conversational software	Python	601	267
143	Fregata	A light weight, super fast, large scale machine learning library on spark .	Scala	601	170
144	eli5	A library for debugging/inspecting machine learning classifiers and explaining their predictions	Jupyter Notebook	595	72
145	Augmentor	Image augmentation library in Python for machine learning.	Python	589	142
146	non-overwhelming-machine-learning	A (non overwhelming) list of Machine Learning resources for beginners	None	588	32
147	awesome-adversarial-machine-learning	A curated list of awesome adversarial machine learning resources	None	587	120
148	rwa	Machine Learning on Sequential Data Using a Recurrent Weighted Average	Python	583	64
149	LeadQualifier	🎯 Qualify sales leads with machine learning	Python	582	98
150	yellowbrick	Visual analysis and diagnostic tools to facilitate machine learning model selection.	Python	580	110
151	milk	MILK: Machine Learning Toolkit	Python	576	134
152	Mallet	MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text.	Java	574	257
153	rapping-neural-network	Rap song writing recurrent neural network trained on Kanye West's entire discography	Python	569	94
154	dml	D's Machine Learning is a machine learning toolkit for python,focus on rightness but efficiency	Python	554	275
155	thinc	🔮 spaCy's Machine Learning library for NLP in Python	Python	551	68
156	notes-machine-learning	鉴于我没有时间继续写这个东西，这个项目暂时废止	Jupyter Notebook	546	256
157	mlai	Notes on machine learning and artificial intelligence.	HTML	541	184
158	MLPB	Machine Learning Problem Bible	Problem Set Here >>	R	537
159	h2o-tutorials	Tutorials and training material for the H2O Machine Learning Platform	Jupyter Notebook	537	474
160	photon-ml	A scalable machine learning library on Apache Spark	Terra	527	139
161	dmlc-core	A common bricks library for building scalable and portable distributed machine learning.	C++	523	356
162	MachineLearningCourse	机器学习精简入门教程	None	522	195
163	Machine-Learning	Examples and experiments around ML for upcoming Coding Train videos	None	520	107
164	iir	Machine Learning / Natural Language Processing / Information Retrieval	Python	520	238
165	hivemall	Scalable machine learning library for Apache Hive/Spark/Pig	None	509	155
166	ml4a.github.io	machine learning for artists	HTML	507	90
167	lore	Lore makes machine learning approachable for Software Engineers and maintainable for Machine Learning Researchers	Python	501	39
168	rep	Machine Learning toolbox for Humans	Jupyter Notebook	499	112
169	opencv	OpenCV projects: Face Recognition, Machine Learning, Colormaps, Local Binary Patterns, Examples...	C++	499	375
170	kaggle-titanic	A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.	Jupyter Notebook	486	412
171	resources	Resources for Go-based data analysis, visualization, machine learning, etc.	None	480	54
172	cloudml-samples	Samples for Google Cloud Machine Learning Engine	Python	474	282
173	notes-LSJU-machine-learning	机器学习笔记	Jupyter Notebook	473	238
174	Octave	my octave exercises for 2011 stanford machine learning class, posted after the due date of course	Matlab	472	321
175	Artificial-Intelligence-and-Machine-Learning	Algorithm implementations and homework solutions for the Stanford's online courses	Python	469	252
176	keystone	Simplifying robust end-to-end machine learning on Apache Spark.	Scala	468	121
177	machine-learning-specialization	None	Jupyter Notebook	464	490
178	bitpredict	Machine learning for high frequency bitcoin price prediction	Python	464	153
179	MLBox	MLBox is a powerful Automated Machine Learning python library.	Python	459	102
180	ciml	A Course in Machine Learning	TeX	456	128
181	ml-course-msu	Lecture notes and code for Machine Learning practical course on CMC MSU	Jupyter Notebook	452	208
182	ai-resources	Selection of resources to learn Artificial Intelligence / Machine Learning / Statistical Inference / Deep Learning / Reinforcement Learning	None	449	69
183	machine-learning-curriculum	💻 Make machines learn so that you don't have to program them; The ultimate list	None	448	130
184	grobid	A machine learning software for extracting information from scholarly documents	Java	443	119
185	machine_learning	Python coded examples and documentation of machine learning algorithms.	Python	439	278
186	skdata	Data sets for machine learning in Python	Python	428	139
187	talisman	A straightforward & modular NLP, machine learning & fuzzy matching library for JavaScript.	JavaScript	423	29
188	PythonMachineLearning	Practice and tutorial-style notebooks covering wide variety of machine learning techniques	Jupyter Notebook	422	176
189	elasticsearch-learning-to-rank	Plugin to integrate Learning to Rank (aka machine learning for better relevance) with Elasticsearch	Java	422	102
190	hector	Golang machine learning lib	Go	420	102
191	Machine-Learning-Links-And-Lessons-Learned	List of all the lessons learned, best practices, and links from my time studying machine learning	None	418	120
192	hearthbreaker	A Hearthstone: Heroes of WarCraft Simulator for the purposes of Machine Learning and Data Mining	Python	418	116
193	DeepLearningProjectWorkflow	Machine Learning Workflow, from Andrew Ng's lecture at Deep Learning Summer School 2016	None	414	66
194	DIY-Data-Science	Machine Learning Tool Guides and Theory Notes	None	412	61
195	eatiht	An exercise in unsupervised machine learning: Extract Article's Text in HTml documents.	HTML	411	43
196	skll	SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments.	Python	410	57
197	Stanford-Machine-Learning-Course	machine learning course programming exercise	Matlab	403	297
198	MachineLearning-C---code	using c++ code to show the example of machine learning	C++	402	224
199	mldb	MLDB is the Machine Learning Database	C++	402	46
200	JSAT	Java Statistical Analysis Tool, a Java library for Machine Learning	Java	402	141