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 82 ml framework examples frameworks tracked. 10 score above 50 (established tier). The highest-rated is numerai/example-scripts at 64/100 with 1,112 stars. 2 of the top 10 are actively maintained.

Get all 82 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=ml-framework-examples&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	numerai/example-scripts A collection of scripts and notebooks to help you get started quickly.	64	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	trekhleb/homemade-machine-learning 🤖 Python examples of popular machine learning algorithms with interactive...	56	Established	24,300	Jupyter Notebook
5	akabe/ocaml-jupyter An OCaml kernel for Jupyter (IPython) notebook	56	Established	310	Jupyter Notebook
6	lazyprogrammer/machine_learning_examples A collection of machine learning examples and tutorials.	53	Established	8,838	Python
7	dformoso/sklearn-classification Data Science Notebook on a Classification Task, using sklearn and Tensorflow.	51	Established	697	Jupyter Notebook
8	comet-ml/comet-examples Examples of Machine Learning code using Comet.ml	51	Established	171	Jupyter Notebook
9	TheAlgorithms/Jupyter The repository contains script and notebook related to Statistics, Machine...	51	Established	894	Jupyter Notebook
10	JesperDramsch/ml.recipes Increase citations, ease review & collaboration A collection of "easy wins"...	50	Established	76	HTML
11	graphcore/examples Example code and applications for machine learning on Graphcore IPUs	49	Emerging	333	Python
12	katanaml/sample-apps Sample apps for YouTube channel. Machine Learning, Web Development, Python.	49	Emerging	160	Jupyter Notebook
13	marimo-team/examples A curated collection of example marimo notebooks — use these as templates...	47	Emerging	64	Python
14	jameslamb/lightgbm-dask-testing Test LightGBM's Dask integration on different cluster types	47	Emerging	12	Jupyter Notebook
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	marimo-team/learn 📚 A curated collection of marimo notebooks for education.	45	Emerging	294	Python
19	DIG-Kaust/MLgeoscience Teaching material for ML in Geoscience course	44	Emerging	94	Jupyter Notebook
20	geo-smart/mlgeo-book Instructor version of the GeoSMART curriculum book for ESS 469/569	44	Emerging	12	Jupyter Notebook
21	rougier/ML-Recipes A collection of stand-alone Python machine learning recipes	44	Emerging	681	Python
22	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
23	maykulkarni/Machine-Learning-Notebooks Machine Learning notebooks for refreshing concepts.	43	Emerging	549	Jupyter Notebook
24	justmarkham/scikit-learn-videos Jupyter notebooks from the scikit-learn video series	43	Emerging	3,782	Jupyter Notebook
25	leonvanbokhorst/NoteBooks-Statistics-and-MachineLearning Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine...	43	Emerging	334	Jupyter Notebook
26	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
27	Suji04/NormalizedNerd Codes for the videos of my YouTube channel	43	Emerging	132	Jupyter Notebook
28	krasserm/machine-learning-notebooks Stanford Machine Learning course exercises implemented with scikit-learn	43	Emerging	353	Jupyter Notebook
29	ashishpatel26/ResourceBank_CV_NLP_MLOPS_2022 This repository offers a goldmine of materials for students of computer...	42	Emerging	423	Jupyter Notebook
30	ai-beyondpapers/beyondpapers Python Package \| Open ML/AI Research \| Code Before Paper \| Deep Learning &...	42	Emerging	1	Jupyter Notebook
31	blu3-bird/ml-for-dummies My personal ML corner filled with practice notebooks, clean visuals, and...	42	Emerging	3	Jupyter Notebook
32	Younes-Toumi/Youtube-Channel Repository containing all the tutorials of my YouTube Channel, for more...	42	Emerging	40	Jupyter Notebook
33	shaildeliwala/experiments Code and notebooks containing my experiments in data science, EDA,...	42	Emerging	27	Jupyter Notebook
34	aai-institute/beyond-jupyter Software design principles for machine learning applications	41	Emerging	378	Jupyter Notebook
35	diegoinacio/machine-learning-notebooks 🤖 An authorial set of fundamental python recipes on Machine Learning and...	41	Emerging	77	Jupyter Notebook
36	mindsdb/mindsdb-examples Examples for usage of Mindsdb https://www.mindsdb.com/	41	Emerging	38	Jupyter Notebook
37	mbari-org/pacific-sound-notebooks Juptyer notebook tutorials on using the data in the AWS pacific-sound...	41	Emerging	24	Python
38	Exabyte-io/api-examples Example usage of Exabyte.io platform through its RESTful API:...	40	Emerging	7	Jupyter Notebook
39	dscpesu/SimpleML 🚀 SimpleML: Dive into the exciting world of machine learning with our...	40	Emerging	16	Jupyter Notebook
40	cemac/LIFD_ENV_ML_NOTEBOOKS Jupyter notebook tutorials on various machine learning topics	39	Emerging	25	Python
41	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
42	mljar/mercury-examples Example Jupyter Notebooks showing how to use Mercury framework	37	Emerging	16	Jupyter Notebook
43	IBM/helayers-examples Examples for HElayers homomorphic encryption SDK for C++ and Python	37	Emerging	11	Jupyter Notebook
44	Andrew-FungKinHo/YouTube This repository is to display the complete source code of the projects and...	36	Emerging	30	Python
45	bsc-iitm/ML_Handbook Empower ML students with hands-on experience. Explore diverse datasets,...	36	Emerging	9	Jupyter Notebook
46	colbyford/genomics-in-azure-code Companion code repository for the "Genomics in the Azure Cloud" book	35	Emerging	8	Jupyter Notebook
47	notebookexplore/NotebookExplore A collection of #MachineLearning #Python Notebooks 🤖 🐍📚 that can be launched...	35	Emerging	24	Jupyter Notebook
48	hi-paris/engineer-toolbox all scripts that can help engineers on projects with researchers	34	Emerging	8	Jupyter Notebook
49	Dash10107/learn-ml-by-doing A well-organized collection of Jupyter notebooks covering the full machine...	34	Emerging	8	Jupyter Notebook
50	RadwaSK/MLGuideNotebooks Collection of notebooks I made to illustrate some machine learning concepts...	33	Emerging	7	Jupyter Notebook
51	inesriahi/Machine-Learning-Course Code repository for my YouTube series on Machine Learning.	32	Emerging	30	Jupyter Notebook
52	rasvob/VSB-FEI-Fundamentals-of-Machine-Learning-Exercises Jupyter notebooks for the Fundamentals of Machine Learning course that is...	30	Emerging	13	Jupyter Notebook
53	Gekko12/Python_Notebooks Jupyter notebooks for LeetCode problems, Python library notes (NumPy,...	29	Experimental	19	Jupyter Notebook
54	kishanrajput23/Scaler-Edge-ML-Project-with-Tensorflow-Workshop This repository contains all study materials and code which was provided by...	28	Experimental	8	Jupyter Notebook
55	sukanyabag/ML-DL-NLP-resource-notebooks This repository contains all resources and notebook implementations of...	27	Experimental	6	Jupyter Notebook
56	Hosseinglm/Machine_Leaning_Python Various supervised and unsupervised machine learning models, such as...	23	Experimental	4	Jupyter Notebook
57	Kabilduke/DataScience Machine Learning Notebooks	22	Experimental	1	Jupyter Notebook
58	rohanmistry231/Scikit-Learn-Machine-Learning-Handbook Comprehensive scikit-learn ML handbook with 24 runnable Jupyter notebooks...	22	Experimental	4	Jupyter Notebook
59	fbenkhelifa/ml-notebooks-collection Collection of exploratory ML notebooks across tabular, NLP, and computer...	22	Experimental	—	Jupyter Notebook
60	abbcenipe/ml-examples Learning project for ml-examples	21	Experimental	—	—
61	nogibjj/ludwig-getting-started Declarative ML examples with Ludwig	20	Experimental	6	Makefile
62	busradeveci/ml-notebooks 📊 Building ML projects using Python, Scikit-learn & more.	20	Experimental	16	Jupyter Notebook
63	APepey/ML-workshop A collection of Jupyter notebooks and malaria datasets to teach machine...	19	Experimental	—	Jupyter Notebook
64	wekeo/liege-colloquium-23 Repository of WEkEO Jupyter Notebooks for machine learning applications with...	19	Experimental	4	Jupyter Notebook
65	tzhenghao/olive-exercises A couple Python scripts and (input) model configs for Microsoft's Olive tool	19	Experimental	3	Python
66	GaelGil/notebooks A place for all my notebook projects. In these notebooks you can find...	14	Experimental	1	Jupyter Notebook
67	Adrien-1997/ml-engineering-drills Structured Python notebooks for ML Engineers : core Python patterns, typing,...	14	Experimental	—	Jupyter Notebook
68	kamilbarann/machine-learning_IFS2024 ML course labs — regression, classification, clustering (11 notebooks)	14	Experimental	—	Jupyter Notebook
69	DannyCui-2016/Machine-Learning-Approach-Session This repo is mainly about Machine Learning and Data Analytics roadmap and session.	14	Experimental	—	Jupyter Notebook
70	neelkumar01/Machine-Learning-Notebooks Jupyter notebooks and code for Machine Learning concepts, implementations...	14	Experimental	—	Jupyter Notebook
71	NikoZarry/machine-learning Self-study notebooks and projects from Hands-On Machine Learning (3rd ed.) —...	14	Experimental	—	Jupyter Notebook
72	AbdulHadi17/Colab-Notebooks This Repository contain all the lab notebooks made to learn Machine Learning...	14	Experimental	—	Jupyter Notebook
73	MartinKondor/MachineLearning 📈 Machine Learning related notebooks.	13	Experimental	—	Jupyter Notebook
74	amitkumarj441/notebooks Collection of different kernels related to Machine Learning, NLP, Deep...	13	Experimental	—	Jupyter Notebook
75	Neoxs/machine_learning_notebooks This repository contains several beginner guide notebooks that explain how...	12	Experimental	7	Jupyter Notebook
76	N1k0l1n/Machine-Learning-Jupiter-Notebook This repository contains Jupyter Notebooks for learning Ml through TensorFlow	11	Experimental	4	Jupyter Notebook
77	Snigdho8869/Machine-Learning-Deep-Learning-Projects A series of Jupyter notebooks that walk you through the fundamentals of...	11	Experimental	3	Jupyter Notebook
78	hussein112/ML-for-dummies Dummy ML Examples	11	Experimental	—	Jupyter Notebook
79	stylepatrick/machine-deep-learning-example Some examples for Machine/Deep Learning and Neural Networks	11	Experimental	—	Jupyter Notebook
80	quoniammm/mine-python-ml-examples about python ml	11	Experimental	—	Jupyter Notebook
81	capybara1/ArtificialIntelligenceDemo Demo Code with Examples for educational purpose	11	Experimental	—	Jupyter Notebook
82	jfmdev/simple_ml Simple examples of Machine Learning notebooks	11	Experimental	—	Jupyter Notebook