ML Framework Examples ML Frameworks

Practical code examples and tutorials demonstrating how to use specific ML frameworks and tools (Comet, Olive, MindsDB, etc.). Does NOT include theoretical algorithm implementations, statistical concepts, or comprehensive courses.

There are 75 ml framework examples frameworks tracked. 11 score above 50 (established tier). The highest-rated is numerai/example-scripts at 67/100 with 1,112 stars. 2 of the top 10 are actively maintained.

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#	Framework	Score	Tier	Stars	Language
1	numerai/example-scripts A collection of scripts and notebooks to help you get started quickly.	67	Established	1,112	Jupyter Notebook
2	musicinformationretrieval/musicinformationretrieval.com Instructional notebooks on music information retrieval.	64	Established	1,267	Jupyter Notebook
3	Arm-Examples/ML-examples Arm Machine Learning tutorials and examples	61	Established	484	Jupyter Notebook
4	akabe/ocaml-jupyter An OCaml kernel for Jupyter (IPython) notebook	59	Established	310	Jupyter Notebook
5	trekhleb/homemade-machine-learning 🤖 Python examples of popular machine learning algorithms with interactive...	56	Established	24,300	Jupyter Notebook
6	lazyprogrammer/machine_learning_examples A collection of machine learning examples and tutorials.	53	Established	8,838	Python
7	TheAlgorithms/Jupyter The repository contains script and notebook related to Statistics, Machine...	51	Established	894	Jupyter Notebook
8	comet-ml/comet-examples Examples of Machine Learning code using Comet.ml	51	Established	171	Jupyter Notebook
9	dformoso/sklearn-classification Data Science Notebook on a Classification Task, using sklearn and Tensorflow.	51	Established	697	Jupyter Notebook
10	marimo-team/examples A curated collection of example marimo notebooks — use these as templates...	50	Established	64	Python
11	JesperDramsch/ml.recipes Increase citations, ease review & collaboration A collection of "easy wins"...	50	Established	76	HTML
12	katanaml/sample-apps Sample apps for YouTube channel. Machine Learning, Web Development, Python.	49	Emerging	160	Jupyter Notebook
13	graphcore/examples Example code and applications for machine learning on Graphcore IPUs	49	Emerging	333	Python
14	marimo-team/learn 📚 A curated collection of marimo notebooks for education.	48	Emerging	294	Python
15	jpcolino/IPython_notebooks Set of Jupyter (iPython) notebooks (and few pdf-presentations) about things...	47	Emerging	97	Jupyter Notebook
16	amirziai/learning Walkthrough notebooks for Deep Learning, Machine Learning, Reinforcement...	46	Emerging	71	Jupyter Notebook
17	jupyter-guide/ten-rules-jupyter Ten Simple Rules for Writing and Sharing Computational Analyses in Jupyter Notebooks	45	Emerging	264	Jupyter Notebook
18	DIG-Kaust/MLgeoscience Teaching material for ML in Geoscience course	44	Emerging	94	Jupyter Notebook
19	rougier/ML-Recipes A collection of stand-alone Python machine learning recipes	44	Emerging	681	Python
20	justmarkham/scikit-learn-videos Jupyter notebooks from the scikit-learn video series	43	Emerging	3,782	Jupyter Notebook
21	DustinAlandzes/machine-learning-with-python-cookbook-notes (Part of) Chris Albon's Machine Learning with Python Cookbook in .ipynb form	43	Emerging	291	Jupyter Notebook
22	leonvanbokhorst/NoteBooks-Statistics-and-MachineLearning Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine...	43	Emerging	334	Jupyter Notebook
23	maykulkarni/Machine-Learning-Notebooks Machine Learning notebooks for refreshing concepts.	43	Emerging	549	Jupyter Notebook
24	rohan-paul/MachineLearning-DeepLearning-Code-for-my-YouTube-Channel The full collection of all codes for my Youtube Channel segregated as per topic.	43	Emerging	446	Jupyter Notebook
25	Suji04/NormalizedNerd Codes for the videos of my YouTube channel	43	Emerging	132	Jupyter Notebook
26	krasserm/machine-learning-notebooks Stanford Machine Learning course exercises implemented with scikit-learn	43	Emerging	353	Jupyter Notebook
27	Younes-Toumi/Youtube-Channel Repository containing all the tutorials of my YouTube Channel, for more...	42	Emerging	40	Jupyter Notebook
28	ashishpatel26/ResourceBank_CV_NLP_MLOPS_2022 This repository offers a goldmine of materials for students of computer...	42	Emerging	423	Jupyter Notebook
29	blu3-bird/ml-for-dummies My personal ML corner filled with practice notebooks, clean visuals, and...	41	Emerging	3	Jupyter Notebook
30	mindsdb/mindsdb-examples Examples for usage of Mindsdb https://www.mindsdb.com/	41	Emerging	38	Jupyter Notebook
31	diegoinacio/machine-learning-notebooks 🤖 An authorial set of fundamental python recipes on Machine Learning and...	41	Emerging	77	Jupyter Notebook
32	aai-institute/beyond-jupyter Software design principles for machine learning applications	41	Emerging	378	Jupyter Notebook
33	jameslamb/lightgbm-dask-testing Test LightGBM's Dask integration on different cluster types	40	Emerging	12	Jupyter Notebook
34	linzhouzhi/SparkML spark 机器学习:利用jupyter工作来讲解算法原理并运行相关例子	39	Emerging	107	Jupyter Notebook
35	geo-smart/mlgeo-book Instructor version of the GeoSMART curriculum book for ESS 469/569	37	Emerging	12	Jupyter Notebook
36	Andrew-FungKinHo/YouTube This repository is to display the complete source code of the projects and...	36	Emerging	30	Python
37	shaildeliwala/experiments Code and notebooks containing my experiments in data science, EDA,...	35	Emerging	27	Jupyter Notebook
38	mbari-org/pacific-sound-notebooks Juptyer notebook tutorials on using the data in the AWS pacific-sound...	34	Emerging	24	Python
39	Exabyte-io/api-examples Example usage of Exabyte.io platform through its RESTful API:...	33	Emerging	7	Jupyter Notebook
40	dscpesu/SimpleML 🚀 SimpleML: Dive into the exciting world of machine learning with our...	33	Emerging	16	Jupyter Notebook
41	inesriahi/Machine-Learning-Course Code repository for my YouTube series on Machine Learning.	32	Emerging	30	Jupyter Notebook
42	cemac/LIFD_ENV_ML_NOTEBOOKS Jupyter notebook tutorials on various machine learning topics	32	Emerging	25	Python
43	IBM/helayers-examples Examples for HElayers homomorphic encryption SDK for C++ and Python	30	Emerging	11	Jupyter Notebook
44	mljar/mercury-examples Example Jupyter Notebooks showing how to use Mercury framework	30	Emerging	16	Jupyter Notebook
45	bsc-iitm/ML_Handbook Empower ML students with hands-on experience. Explore diverse datasets,...	29	Experimental	9	Jupyter Notebook
46	notebookexplore/NotebookExplore A collection of #MachineLearning #Python Notebooks 🤖 🐍📚 that can be launched...	28	Experimental	24	Jupyter Notebook
47	Dash10107/learn-ml-by-doing A well-organized collection of Jupyter notebooks covering the full machine...	28	Experimental	8	Jupyter Notebook
48	colbyford/genomics-in-azure-code Companion code repository for the "Genomics in the Azure Cloud" book	28	Experimental	8	Jupyter Notebook
49	hi-paris/engineer-toolbox all scripts that can help engineers on projects with researchers	27	Experimental	8	Jupyter Notebook
50	RadwaSK/MLGuideNotebooks Collection of notebooks I made to illustrate some machine learning concepts...	26	Experimental	7	Jupyter Notebook
51	rasvob/VSB-FEI-Fundamentals-of-Machine-Learning-Exercises Jupyter notebooks for the Fundamentals of Machine Learning course that is...	23	Experimental	13	Jupyter Notebook
52	ai-beyondpapers/beyondpapers Python Package \| Open ML/AI Research \| Code Before Paper \| Deep Learning &...	23	Experimental	1	Jupyter Notebook
53	Gekko12/Python_Notebooks Jupyter notebooks for LeetCode problems, Python library notes (NumPy,...	22	Experimental	19	Jupyter Notebook
54	APepey/ML-workshop A collection of Jupyter notebooks and malaria datasets to teach machine...	22	Experimental	—	Jupyter Notebook
55	fbenkhelifa/ml-notebooks-collection Collection of exploratory ML notebooks across tabular, NLP, and computer...	22	Experimental	—	Jupyter Notebook
56	kishanrajput23/Scaler-Edge-ML-Project-with-Tensorflow-Workshop This repository contains all study materials and code which was provided by...	21	Experimental	8	Jupyter Notebook
57	sukanyabag/ML-DL-NLP-resource-notebooks This repository contains all resources and notebook implementations of...	20	Experimental	6	Jupyter Notebook
58	abbcenipe/ml-examples Learning project for ml-examples	19	Experimental	—	—
59	rohanmistry231/Scikit-Learn-Machine-Learning-Handbook Comprehensive scikit-learn ML handbook with 24 runnable Jupyter notebooks...	18	Experimental	4	Jupyter Notebook
60	Hosseinglm/Machine_Leaning_Python Various supervised and unsupervised machine learning models, such as...	16	Experimental	4	Jupyter Notebook
61	Kabilduke/DataScience Machine Learning Notebooks	15	Experimental	1	Jupyter Notebook
62	GaelGil/notebooks A place for all my notebook projects. In these notebooks you can find...	15	Experimental	1	Jupyter Notebook
63	busradeveci/ml-notebooks 📊 Building ML projects using Python, Scikit-learn & more.	14	Experimental	16	Jupyter Notebook
64	AbdulHadi17/Colab-Notebooks This Repository contain all the lab notebooks made to learn Machine Learning...	14	Experimental	—	Jupyter Notebook
65	NikoZarry/machine-learning Self-study notebooks and projects from Hands-On Machine Learning (3rd ed.) —...	14	Experimental	—	Jupyter Notebook
66	Adrien-1997/ml-engineering-drills Structured Python notebooks for ML Engineers : core Python patterns, typing,...	14	Experimental	—	Jupyter Notebook
67	neelkumar01/Machine-Learning-Notebooks Jupyter notebooks and code for Machine Learning concepts, implementations...	14	Experimental	—	Jupyter Notebook
68	DannyCui-2016/Machine-Learning-Approach-Session This repo is mainly about Machine Learning and Data Analytics roadmap and session.	14	Experimental	—	Jupyter Notebook
69	kamilbarann/machine-learning_IFS2024 ML course labs — regression, classification, clustering (11 notebooks)	14	Experimental	—	Jupyter Notebook
70	nogibjj/ludwig-getting-started Declarative ML examples with Ludwig	13	Experimental	6	Makefile
71	wekeo/liege-colloquium-23 Repository of WEkEO Jupyter Notebooks for machine learning applications with...	12	Experimental	4	Jupyter Notebook
72	tzhenghao/olive-exercises A couple Python scripts and (input) model configs for Microsoft's Olive tool	12	Experimental	3	Python
73	amitkumarj441/notebooks Collection of different kernels related to Machine Learning, NLP, Deep...	11	Experimental	—	Jupyter Notebook
74	MartinKondor/MachineLearning 📈 Machine Learning related notebooks.	11	Experimental	—	Jupyter Notebook
75	kumaramardeep342/Colab-Work Repository to Keep Data Science Work Using Colab Platform	11	Experimental	—	Jupyter Notebook