ML Textbook Notes ML Frameworks

Study notes, reading guides, and conceptual explanations for machine learning textbooks and theory books. Includes whiteboard series, book summaries, and theoretical foundations. Does NOT include hands-on implementation projects, frameworks, datasets, or courses with assignments.

There are 209 ml textbook notes frameworks tracked. 1 score above 70 (verified tier). The highest-rated is harvard-edge/cs249r_book at 72/100 with 22,573 stars. 5 of the top 10 are actively maintained.

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#	Framework	Score	Tier	Stars	Language
1	harvard-edge/cs249r_book Machine Learning Systems	72	Verified	22,573	JavaScript
2	wx-chevalier/AI-Notes :books: [.md & .ipynb] Series of Artificial Intelligence & Deep Learning,...	60	Established	774	Jupyter Notebook
3	datawhalechina/pumpkin-book 南瓜书：《机器学习》（西瓜书）公式详解	60	Established	25,716	—
4	openmlsys/openmlsys 《Machine Learning Systems: Design and Implementation》	58	Established	4,775	TeX
5	HenryNdubuaku/maths-cs-ai-compendium Become a cracked AI/ML Research Engineer	57	Established	851	JavaScript
6	rasbt/machine-learning-book Code Repository for Machine Learning with PyTorch and Scikit-Learn	57	Established	5,042	Jupyter Notebook
7	datawhalechina/key-book 《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。	57	Established	1,672	Jupyter Notebook
8	Ceyron/machine-learning-and-simulation All the handwritten notes 📝 and source code files 🖥️ used in my YouTube...	54	Established	1,158	Jupyter Notebook
9	rickiepark/handson-ml3 <핸즈온 머신러닝 3판>의 주피터 노트북 저장소	54	Established	157	Jupyter Notebook
10	datawhalechina/statistical-learning-method-solutions-manual 机器学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-metho...	53	Established	2,029	Jupyter Notebook
11	maitbayev/the-elements-of-statistical-learning My notes and codes (jupyter notebooks) for the "The Elements of Statistical...	52	Established	426	Jupyter Notebook
12	zimingttkx/AI-Practices 🎓 机器学习与深度学习实战教程 \| Comprehensive ML & DL Tutorial with Jupyter Notebooks \|...	52	Established	386	Jupyter Notebook
13	deeplearning-ai/machine-learning-yearning-cn Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著	51	Established	7,851	CSS
14	MLEveryday/practicalAI-cn AI实战-practicalAI 中文版	51	Established	6,731	Jupyter Notebook
15	MorvanZhou/tutorials 机器学习相关教程	51	Established	12,833	Python
16	QInzhengk/Math-Model-and-Machine-Learning 数学建模和机器学习/深度学习/大模型的笔记和资料（持续更新中......）。	51	Established	584	Jupyter Notebook
17	rasbt/python-machine-learning-book-2nd-edition The "Python Machine Learning (2nd edition)" book code repository and info resource	51	Established	7,201	Jupyter Notebook
18	apachecn/sklearn-doc-zh :book: [译] scikit-learn（sklearn）中文文档	51	Established	5,237	CSS
19	mdozmorov/MachineLearning_notes Machine learning and deep learning resources	51	Established	560	—
20	ageron/handson-ml ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.	51	Established	25,834	Jupyter Notebook
21	rasbt/python-machine-learning-book-3rd-edition The "Python Machine Learning (3rd edition)" book code repository	51	Established	4,999	Jupyter Notebook
22	rasbt/python-machine-learning-book The "Python Machine Learning (1st edition)" book code repository and info resource	51	Established	12,593	Jupyter Notebook
23	ZuzooVn/machine-learning-for-software-engineers A complete daily plan for studying to become a machine learning engineer.	51	Established	28,722	—
24	ben1234560/AiLearning-Theory-Applying 快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集，力求每一位能看懂并复现。	50	Established	3,469	Jupyter Notebook
25	paiml/practical-mlops-book [Book-2021] Practical MLOps O'Reilly Book	49	Emerging	942	Jupyter Notebook
26	rickiepark/intro_ml_with_python_2nd_revised <파이썬 라이브러리를 활용한 머신러닝 (번역개정2판)>의 코드 저장소	48	Emerging	58	Jupyter Notebook
27	PacktPublishing/Hands-On-Machine-Learning-with-scikit-learn-and-Scientific-Python-Toolkits The accompanying code for the book "Hands-On Machine Learning with...	47	Emerging	140	Jupyter Notebook
28	wx-chevalier/Mathematics-Notes :books: [.md & .ipynb] 人工智能与深度学习实战--数理统计与数据分析篇	46	Emerging	39	Jupyter Notebook
29	datawhalechina/machine-learning-toy-code 《机器学习》（西瓜书）代码实战	46	Emerging	945	Jupyter Notebook
30	bushuhui/machinelearning_notebook Notebooks for machine learning	46	Emerging	15	Jupyter Notebook
31	terrytangyuan/distributed-ml-patterns Distributed Machine Learning Patterns from Manning Publications by Yuan Tang...	46	Emerging	493	Python
32	aapatel09/handson-unsupervised-learning Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)	46	Emerging	696	Jupyter Notebook
33	rickiepark/python-machine-learning-book-3rd-edition <머신 러닝 교과서 3판>의 코드 저장소	45	Emerging	130	Jupyter Notebook
34	DeepSystems/supervisely-tutorials 🌈 Tutorials for Supervise.ly	44	Emerging	384	Jupyter Notebook
35	ipython-books/cookbook-2nd-code Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt...	44	Emerging	740	Jupyter Notebook
36	offchan42/machine-learning-curriculum :computer: Learn to make machines learn so that you don't have to struggle...	44	Emerging	1,120	—
37	hktxt/Learn-Statistical-Learning-Method Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版，算法实现。	44	Emerging	862	Jupyter Notebook
38	yhangf/ML-NOTE :orange_book:慢慢整理所学的机器学习算法，并根据自己所理解的样子叙述出来。(注重数学推导)	44	Emerging	675	—
39	m2dsupsdlclass/lectures-labs Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2...	44	Emerging	1,465	Jupyter Notebook
40	rickiepark/deep-learning-with-python-2nd <케라스 창시자에게 배우는 딥러닝 2판> 도서의 코드 저장소	44	Emerging	82	Jupyter Notebook
41	apachecn/fe4ml-zh :book: [译] 面向机器学习的特征工程	44	Emerging	2,553	JavaScript
42	ipython-books/cookbook-2nd IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018	44	Emerging	966	Python
43	aburkov/theMLbook The Python code to reproduce the illustrations from The Hundred-Page Machine...	44	Emerging	2,013	Python
44	SmirkCao/Lihang Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献,...	43	Emerging	6,293	Python
45	kmario23/deep-learning-drizzle Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning,...	43	Emerging	12,789	HTML
46	jackzhenguo/python-small-examples 告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 https://ai-jupyter.com	43	Emerging	8,128	Python
47	Sophia-11/Machine-Learning-Notes 周志华《机器学习》手推笔记	43	Emerging	3,763	—
48	NiuTrans/MTBook 《机器翻译：基础与模型》肖桐朱靖波著 - Machine Translation: Foundations and Models	43	Emerging	2,792	TeX
49	Halfish/machine-learning-reference 常见的机器学习参考资料，包括书籍、公开课等	43	Emerging	443	—
50	ec2ainun/books-ML-and-DL .pdf Format Books for Machine and Deep Learning	43	Emerging	266	—
51	unpingco/Python-for-Probability-Statistics-and-Machine-Learning-2E Second edition of Springer Book Python for Probability, Statistics, and...	43	Emerging	373	Jupyter Notebook
52	mlbvn/handson-ml2-vn Jupyter Notebook cung cấp các kiến thức cơ bản về Học Máy và Học Sâu bằng...	43	Emerging	222	Jupyter Notebook
53	apachecn/hands-on-ml-zh :book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】	43	Emerging	3,845	CSS
54	Captain1986/CaptainBlackboard 船长关于机器学习、计算机视觉和工程技术的总结和分享	42	Emerging	1,258	C++
55	elimu-ai/ml-storybook-reading-level 🤖📚 Machine learning model which predicts the reading level of a storybook.	42	Emerging	5	Python
56	metamath1/noviceml 도서 머신러닝·딥러닝에 필요한 기초 수학 with 파이썬의 예제 코드와 그래프 그리는 코드 및 웹앱 저장소	42	Emerging	43	Jupyter Notebook
57	DataForScience/Probability Applied Probability Theory for Everyone	41	Emerging	124	Jupyter Notebook
58	wx-chevalier/MachineLearning-Notes 人工智能与深度学习实战 - 机器学习篇	41	Emerging	12	Jupyter Notebook
59	chansonZ/book-ml-sem 《机器学习：软件工程方法与实现》Method and implementation of machine learning software engineering	41	Emerging	186	Jupyter Notebook
60	fei-aiart/courses 课件：数字图像处理，深度学习，计算机视觉，机器学习	40	Emerging	453	HTML
61	tsvlgd/MLE Machine Learning Engineering from First Principles	40	Emerging	17	Jupyter Notebook
62	AceCoooool/MLF-MLT :books: 机器学习基石和机器学习技法作业	40	Emerging	119	Jupyter Notebook
63	nl8590687/Machine-Learning-Tutorial-Chinese 专门面向中文用户的机器学习相关的学习资料大集合	40	Emerging	154	—
64	Jack-Cherish/PythonPark Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。	40	Emerging	11,283	Python
65	girls-in-ai/Girls-In-AI 免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战	40	Emerging	3,336	Jupyter Notebook
66	ml-for-high-risk-apps-book/Machine-Learning-for-High-Risk-Applications-Book Official code repo for the O'Reilly Book - Machine Learning for High-Risk...	38	Emerging	106	Jupyter Notebook
67	thundergolfer/google-rules-of-machine-learning Github mirror of M. Zinkevich's "Rules of Machine Learning" style guide,...	38	Emerging	180	—
68	rentruewang/learning-machine A handbook for ML built on answers.	38	Emerging	500	Python
69	dxxzst/mml-book-chinese mml-book-chinese《Mathematics For Machine Learning》机器学习中的数学中文版	37	Emerging	237	—
70	dmaluenda/hands_on_machine_learning A set of Jupyter notebooks to teach and learn deep learning for physics and...	37	Emerging	6	Jupyter Notebook
71	Madhu009/Deep-math-machine-learning.ai A blog which talks about machine learning, deep learning algorithms and the...	36	Emerging	197	Jupyter Notebook
72	othree/markdown-syntax-zhtw Markdown 語法說明中文版	36	Emerging	761	HTML
73	bjpcjp/scikit-and-tensorflow-workbooks based on "Hands-On Machine Learning with Scikit-Learn & TensorFlow"...	36	Emerging	316	HTML
74	Ceruleanacg/Learning-Notes 💡 Repo of learning notes in DRL and DL, theory, codes, models and notes maybe.	36	Emerging	101	Jupyter Notebook
75	Robinwho/Deep-Learning 深度学习/人工智能/机器学习资料汇总(Deep Learning/Artificial Intelligent/Machine Learning) 持续更新……	36	Emerging	431	—
76	wq19901103wq/machine-learning-books book	36	Emerging	352	—
77	hardikkamboj/An-Introduction-to-Statistical-Learning This repository contains the exercises and its solution contained in the...	36	Emerging	2,480	Jupyter Notebook
78	yuanxiaosc/Machine-Learning-Book 《机器学习宝典》包含：谷歌机器学习速成课程（招式）+机器学习术语表（口诀）+机器学习规则（心得）+机器学习中的常识性问题...	36	Emerging	1,149	Jupyter Notebook
79	dalmia/Deep-Learning-Book-Chapter-Summaries Attempting to make the Deep Learning Book easier to understand.	36	Emerging	1,079	Jupyter Notebook
80	Akramz/Hands-on-Machine-Learning-with-Scikit-Learn-Keras-and-TensorFlow Notes & exercise solutions of Part I from the book: "Hands-On ML with...	36	Emerging	1,021	Jupyter Notebook
81	aialgorithm/Blog Python机器学习算法技术博客，有原创干货！有code实践！【更多内容敬请关注公众号 "算法进阶"】	36	Emerging	950	Jupyter Notebook
82	empathy87/The-Elements-of-Statistical-Learning-Python-Notebooks A series of Python Jupyter notebooks that help you better understand "The...	36	Emerging	913	Jupyter Notebook
83	familyld/Machine_Learning 周志华《机器学习》阅读笔记	36	Emerging	423	Jupyter Notebook
84	TingNie/Machine-learning-in-action 个人使用jupyter notebook整理的peter的《机器学习实战》代码，使其更有层次感，更加连贯，也加了一些自己的修改，以及注释	36	Emerging	309	Jupyter Notebook
85	IDouble/Deep-Learning-Machine-Learning-AI-TensorFlow-Python 🐍 A Collection of Notes for Learning & Understanding Deep Learning / Machine...	36	Emerging	77	Python
86	phitronio/Machine-Learning এই রিপোজিটরিতে আমাদের মেশিন লার্নিং কোর্সের মডিউল সহায়ক রিসোর্স যেমন কোড,...	36	Emerging	26	Jupyter Notebook
87	yoyoyohamapi/mit-ml 斯坦福机器学习完整 python 实现	36	Emerging	609	Python
88	mlbvn/ml-yearning-vi Một cuốn sách tập trung vào hướng dẫn cách cấu trúc các dự án Học Máy và...	36	Emerging	1,084	Python
89	le-liang/wcmlbook Python code for the book 'Wireless Communications and Machine Learning' by...	35	Emerging	11	Python
90	RayDean/MachineLearning 【火炉炼AI】-机器学习系列文章	35	Emerging	210	Jupyter Notebook
91	deep-diver/Machine-Learning-Yearning-Korean-Translation Korean translation of machine learning yearning book by Andrew Ng.	35	Emerging	376	—
92	yuanxiaosc/Machine_Learning_bookshelf 机器学习深度学习相关书籍、课件、代码的仓库。 Machine learning is the warehouse of books,...	35	Emerging	224	Jupyter Notebook
93	vinsis/math-and-ml-notes Books, papers and links to latest research in ML/AI	35	Emerging	93	Jupyter Notebook
94	fire717/Machine-Learning 机器学习&深度学习资料笔记&基本算法实现&资源整理（ML / CV / NLP / DM...）	34	Emerging	231	Jupyter Notebook
95	shilpa9a/Introduction_to_statistical_learning_summary_python Summary of each chapter of the book- Introduction of Statistical Learning...	34	Emerging	188	Jupyter Notebook
96	Relph1119/MachineLearning-WatermelonBook 周志华-机器学习	34	Emerging	286	Jupyter Notebook
97	Sophia-11/DeepLearningNotes 《深度学习》花书手推笔记	34	Emerging	503	—
98	eugeneyan/ml-design-docs 📝 Design doc template & examples for machine learning systems...	34	Emerging	680	—
99	ctrl-kuinfo/ctml-book 書籍『システム制御理論と統計的機械学習』のサポートページです。	33	Emerging	6	Python
100	ExcelsiorCJH/Hands-On-ML Hands-On Machine Learning	33	Emerging	102	Jupyter Notebook
101	lupantech/dl4math Resources of deep learning for mathematical reasoning (DL4MATH).	33	Emerging	371	—
102	Willjay5991/LinuxTutorial4ML 用于machine learning的ubuntu 服务器配置管理手册	33	Emerging	6	—
103	ndrplz/machine_learning_lectures Collection of lectures and lab lectures on machine learning and deep...	33	Emerging	154	TeX
104	saturn-lab/MEE-CC07 CC07-单元	33	Emerging	29	Jupyter Notebook
105	lartpang/Machine-Deep-Learning :wave: ML/DL学习笔记（基础+论文）	33	Emerging	286	—
106	Kivy-CN/ml-for-humans-zh :book: [译] 写给人类的机器学习	33	Emerging	237	CSS
107	pranjalchaubey/Deep-Learning-Notes My personal notes, presentations, and notebooks on everything Deep Learning.	33	Emerging	228	Jupyter Notebook
108	serodriguez68/designing-ml-systems-summary A detailed summary of "Designing Machine Learning Systems" by Chip Huyen....	32	Emerging	188	—
109	slinderman/ml4nd Machine Learning Methods for Neural Data Analysis	32	Emerging	20	Jupyter Notebook
110	hschen0712/machine-learning-notes 机器学习笔记	32	Emerging	147	Jupyter Notebook
111	Zhenyu-LIAO/RMT4ML Matlab Notebook for visualizing random matrix theory results and their...	32	Emerging	135	Jupyter Notebook
112	Chunjiang-Intelligence/DeepRWKV-Reasoning 为 RWKV 设计的「Deep Think」实现。	32	Emerging	25	Python
113	xyjigsaw/Machine-Learning-Navigation 🎲OmegaXYZ.com机器学习的文章目录	31	Emerging	19	Python
114	soumyadip1995/Deep_Learning DL. Some background knowledge in High School level calculus and Python...	31	Emerging	9	Jupyter Notebook
115	thanhnguyentang/ML_Theory Machine learning theory	31	Emerging	6	—
116	1033020837/Basic4AI 机器学习、深度学习、自然语言处理等人工智能基础知识总结。	31	Emerging	557	Python
117	heucoder/ML-DL_book 机器学习、深度学习一些个人认为不错的书籍。	31	Emerging	87	Jupyter Notebook
118	nguyenhuynhthien/DeepLearningFreeCource Tài liệu cho khóa học Deep Learning Free Course	31	Emerging	10	Jupyter Notebook
119	The-AI-Summer/learn-deep-learning AI Summer's complete catalog of articles	30	Emerging	112	Jupyter Notebook
120	caicloud/mlsys-ladder Learning Machine Learning, The Chinese Taoist Way	30	Emerging	443	—
121	zhuanxuhit/nd101 记录自己深度学习之路的点滴	30	Emerging	76	Jupyter Notebook
122	YasinRezvani/Hands_On_Machine_Learning_and_Deep_Learning_with_Python Jupyter notebooks for practicing Python data analysis and visualization with...	30	Emerging	14	Jupyter Notebook
123	ML4NS/ml4ns.github.io Machine Learning for Neuroscience Module Spring 2026...	30	Emerging	9	Jupyter Notebook
124	SherryS997/MLT_notes MLT Notes	30	Emerging	8	HTML
125	amitvikramraj/Machine-Learning-with-Pytorch-Scikit-Learn My Notes from Machine Learning with PyTorch and Scikit-Learn by Sebastian Raschka	29	Experimental	8	Jupyter Notebook
126	derevirn/pycaret-book Repository for the book Simplifying Machine Learning with PyCaret.	29	Experimental	67	Jupyter Notebook
127	ML-PSE/Machine_Learning_for_DPS Code repository for the book 'Machine Learning in Python for Dynamic Process Systems'	28	Experimental	14	Jupyter Notebook
128	kihosuh/nips_2017 videos, slides, and others from NIPS 2017	28	Experimental	180	—
129	rickiepark/ml-with-python-cookbook-2nd <실무로 통하는 ML 문제 해결 with 파이썬>	28	Experimental	5	Jupyter Notebook
130	pengxj/DeepLearningCourse My slides and examples for bachelor deep learning course	28	Experimental	12	Jupyter Notebook
131	gayanukabulegoda/HandsOn-ML-Basics A hands-on approach to learning machine learning, with practical examples to...	27	Experimental	5	Jupyter Notebook
132	alirezatheh/handson-ml3-notes My notes on the third edition of the O’Reilly book “Hands-on Machine...	27	Experimental	6	Jupyter Notebook
133	Bowen1911/ML_practice 机器学习笔记本 Mechine Learning notebook	27	Experimental	24	Jupyter Notebook
134	PBarnaghi/ML4NS Machine Learning for Neuroscience Module, Spring 2023...	27	Experimental	33	Jupyter Notebook
135	QInzhengk/the-milky-way 数学建模与人工智能博客	27	Experimental	1	—
136	ax-va/Python-Machine-Learning-Recipes-Gallatin-Albon-2023 Machine learning recipes in Python with scikit-learn, OpenCV, PyTorch, and...	26	Experimental	21	Python
137	rucka/pycon9 Here both the slides and demos of my session "Deep learning from zero to...	26	Experimental	5	Jupyter Notebook
138	mohnkhan/Free_Machine_Learning_Deep_Learning_ANN_Books Free, Machine Learning, Deep Learning, Artificial Neural Networks, Books,...	25	Experimental	28	—
139	omarsar/friendly_machine_learning Mini blog for notes and guides on Machine Learning (Open Notes)	25	Experimental	5	HTML
140	alexdelise/CMDS-REU-MADDI Code for numerical support of the "Optimal Linear Baseline Models for...	25	Experimental	2	Jupyter Notebook
141	karen/understanding-ml 📓 Chapter summaries adapted from the textbook "Understanding Machine Learning"	25	Experimental	3	Jupyter Notebook
142	cyrus2281/notes Notes taken during studying mathematics and machine learning	25	Experimental	3	Jupyter Notebook
143	andri27-ts/1-Year-MachineLearning-Journey An advanced program in Machine Learning and Deep Learning	25	Experimental	111	—
144	PMLBook/PMLBook.github.io Principles of Machine Learnign: A Deployment-first Perspective	24	Experimental	4	HTML
145	gamal1osama/Hands-on-ML-Book---notes-and-summarization Chapter-wise notes, summaries, and exercises for Hands-On Machine Learning...	24	Experimental	11	—
146	MrSyee/dl_apps 책 "쓸모있는 AI 서비스 만들기"에서 소개하는 예제들을 정리한 레포	24	Experimental	9	Jupyter Notebook
147	artinte/machine-learning-series 机器学习系列	23	Experimental	11	Python
148	loneicewolf/CS-Notes Computer Science Notes! PyTorch,TF,ETC.	23	Experimental	2	Python
149	kelvinsales/mini-kafbox An Octave/Matlab mini benchmarking toolbox for Kernel Adaptive Filtering and...	23	Experimental	1	MATLAB
150	Om4AI/Hands-On-Machine-Learning-Go-Beyond I have combined all my learnings from the book - Hands-On Machine Learning...	22	Experimental	—	Jupyter Notebook
151	pradeepsinngh/Quick-Machine-Learning-Notes Quick notes on Machine Learning. Read on the fly.	22	Experimental	14	Jupyter Notebook
152	aibydoing/feedback 动手实战人工智能系列教程，希望从监督学习开始，带你入门机器学习和深度学习。我尝试剖析和推导每一个基础算法的原理，将数学过程写出来，同时基于 Python...	22	Experimental	127	—
153	thothsun/machine-learning 【更新中...】机器学习笔记。包括机器学习、深度学习、强化学习和迁移学习等。	22	Experimental	15	Python
154	elvisyjlin/deep-learning-chronicles Chronicles of brilliant deep learning ideas	21	Experimental	8	Jupyter Notebook
155	agoor97/Hands-on_Machine_Learning_Topics This Repository provides some Notes and Tricks for using Scikit-Learn,...	21	Experimental	8	Jupyter Notebook
156	btobab/Machine-Learning-notes A series of the ML formula derivation notes	21	Experimental	10	TeX
157	franciscomesquitaAI/Learning_Notes All notes I took in Obsidian studying a wide variety of topics, with a major...	20	Experimental	9	Jupyter Notebook
158	JambaAcademy/Python-Machine-Learning-A-Beginners-Guide-to-Scikit-Learn-Book-Code The GitHub repository for the book "Python Machine Learning: A Beginner's...	19	Experimental	13	Jupyter Notebook
159	RyanMaugin/MachineLearningRevisionBook A Machine Learning Revision Book	19	Experimental	6	Jupyter Notebook
160	doongz/mlc-ai 机器学习编译陈天奇	19	Experimental	54	—
161	ifulxploit/Ebook-Oreilly Kumpulan E-book O'Reilly	19	Experimental	—	—
162	prithvi-ramrucha/mlnotes Technical notes for ML/DL.	19	Experimental	—	Ruby
163	joaomh/ml-book An online book introduction to machine learning	19	Experimental	—	HTML
164	ilyaemelian/ML-Manual-Next-Generation Machine Learning: Manual for the Next Generation — The book that trains...	19	Experimental	—	Python
165	julyfun/how-to personal notes (30k loc)	19	Experimental	12	Markdown
166	PALASH-BAJPAI/Machine-learning-notes Full machine learning course	18	Experimental	8	Jupyter Notebook
167	abap34/ml-lecture 東京工業大学 traP Kaggle班「機械学習講習会」の資料	18	Experimental	104	HTML
168	KevinZonda/MLBook 【🏗️施工中】机器学习入门书：站在高中数学视角了解基础机器学习算法。	17	Experimental	28	Jupyter Notebook
169	hsm207/seamls2019 Materials from the South East Asia Machine Learning School 2019 event	17	Experimental	15	—
170	shawroad/notebook c++, data_analysis, deep_learning, docker, git, python etc.	17	Experimental	2	—
171	NimraAslamkhan/MachineLearning-Guide Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow is a...	17	Experimental	12	Jupyter Notebook
172	lymphoidcell/daily-math A collaborative daily math problem-solving project.	17	Experimental	2	—
173	whatiskeptiname/HOML-Notes Hands-on Machine Learning with Scikit-Learn and Tensorflow 2nd edition...	17	Experimental	13	Jupyter Notebook
174	AngelFelizR/ML-Summary-Notes The purpose of creating this book is share the lessons learnt by reading and...	16	Experimental	4	R
175	sahilchavhan/Machine-Learning-notes "🤖 Explore the fascinating world of Machine Learning with this curated...	16	Experimental	2	—
176	mlbvn/hml-book hands-on machine learning static website	15	Experimental	2	HTML
177	JChover/HOML_Scikit-Learn-and-PyTorch Here I will keep track of all the exercises and contents learned while...	15	Experimental	6	Jupyter Notebook
178	luizmugnaini/deep-dive Extensive learning notes on mathematics. Now hosted at...	15	Experimental	5	TeX
179	hakalyanpur/homl-notes Personal notes and implementations from Hands-On Machine Learning (Geron)	15	Experimental	1	Jupyter Notebook
180	alexpg7/Integral-calculator Imagine a world without numerical methods: A simple integral calculator...	15	Experimental	1	Jupyter Notebook
181	Alox367/Thesis_Notes_AI Machine Learning, Deep Learning, LLM & Artificial Intelligence notes from...	15	Experimental	1	TeX
182	tommasofacchin/machine-learning-notes Personal notes on machine learning	15	Experimental	1	Jupyter Notebook
183	burgerphilia/machine-learing-basics 기계 학습 입문자를 위한 jupyter notebook 모음	14	Experimental	1	Jupyter Notebook
184	pockerman/qubit-notes Notes about various topics I am working on. Feel free to use	14	Experimental	—	Python
185	jiujiujiur0000/Notes 机器人系统工程师学习笔记	14	Experimental	—	Jupyter Notebook
186	kamilbarann/stochastic-methods-in-ML_UMiSI2026 Stochastic methods in ML — probabilistic approaches	14	Experimental	—	Jupyter Notebook
187	RajeshTechForge/awesome-ml-learning Practical Notes for every chapter of the book "Hands-On Machine Learning...	14	Experimental	—	Jupyter Notebook
188	frekkoz3/Probabilistic-Machine-Learning Probabilistic Machine Learning Academic Course	14	Experimental	—	Jupyter Notebook
189	bmalick/machine-learning-grind Read papers & books. Take notes. Implement.	14	Experimental	—	Jupyter Notebook
190	AIDajiangtang/Machine-learning 微信公众号：人工智能大讲堂，专注人工智能底层数学原理与应用，专栏包括线性代数，概率统计，机器学习，深度学习	14	Experimental	1	—
191	leotrja/my-book-Hands-On-Machine-Learning-with-Scikit-Learn-Keras-and-Tensorflow 📘 Explore the digital translation of "Practical Machine Learning" covering...	14	Experimental	—	—
192	LindaLyd/Shitty-High-school-workings 我Google drive里的一些东西，很乱，有空再来整理。。。。	14	Experimental	—	—
193	sotoblanco/MLE-curriculum Build a machine learning curriculum that actually match job requirements	13	Experimental	7	—
194	FarshidNooshi/Hands-on-Machine-Learning Practice codes of the book Hands-on Machine Learning 2	13	Experimental	5	Jupyter Notebook
195	beingamanforever/Discussions-I-took This repository hosts all the dissusions I took on Machine Learning/ Deep...	13	Experimental	2	C++
196	xfortisfye/Kaggle-Machine-Learning-Notes Kaggle Machine Learning notes	12	Experimental	1	—
197	gyguo/AI-Server-Configuration-CN 深度学习服务器配置，适合需要自己配置服务器，有一定用户管理需求的高校实验室	12	Experimental	3	—
198	Rohit177/Learning-Resource Centralized learning repository with syllabus-aligned notes and practicals...	12	Experimental	1	Jupyter Notebook
199	zejiran/deep-learning-for-kittens 🦑 This is a Deep Learning journey	12	Experimental	4	—
200	ZhiyaoWen999/Statistic-Learning- Machine Learning Sources/ 机器学习学习资料书籍	11	Experimental	—	—
201	luddias/DeepLearning-About 📔 Some Markdown notes about Deep Learning concepts.	11	Experimental	—	—
202	Koi-ren/study_note 개인 공부 노트	11	Experimental	—	—
203	zyzalfors/MachineLearningNotes Machine learning mathematical notes.	11	Experimental	—	TeX
204	cmitsakis/machine-learning-notes notes on machine learning & pattern recognition	11	Experimental	2	TeX
205	worst001/note_machine_learning 整理了机器学习相关资料与手册，包括数学基础、机器学习模型实现示例、神经网络。	11	Experimental	2	CSS
206	a-nayeem/Machine-Learning-and-Deep-Learning-Notes A collection of my notes on Machine Learning from various sources.	11	Experimental	2	—
207	john-s-butler-dit/NMA-Concept-Map Neuromatch Academy Curriculum Concept Map	11	Experimental	2	TeX
208	leopeng1995/notebooks 人工智能相关的笔记	10	Experimental	1	Jupyter Notebook
209	chenxi-shi/machine-learning-knowledge Chenxi's understanding of machine learning.	10	Experimental	1	—

Comparisons in this category

cs249r_book and openmlsys (72 vs 58) machine-learning-book and python-machine-learning-book (57 vs 51) python-machine-learning-book and python-machine-learning-book-3rd-edition (51 vs 51) machine-learning-book and python-machine-learning-book-3rd-edition (57 vs 51) AI-Practices and practicalAI-cn (52 vs 51) AI-Notes and AI-Practices (60 vs 52)