Colab Notebook Collections ML Frameworks

Curated collections and tutorials of Google Colaboratory notebooks for machine learning experimentation and learning. Does NOT include individual project implementations, frameworks, or notebooks focused on specific applications (those belong in their respective domains like computer-vision, nlp, etc.).

There are 77 colab notebook collections frameworks tracked. 13 score above 50 (established tier). The highest-rated is dcavar/python-tutorial-notebooks at 60/100 with 159 stars.

Get all 77 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	dcavar/python-tutorial-notebooks Python tutorials as Jupyter Notebooks for NLP, ML, AI	60	Established	159	Jupyter Notebook
2	aws-neuron/aws-neuron-samples Example code for AWS Neuron SDK developers building inference and training...	58	Established	158	Jupyter Notebook
3	amrzv/awesome-colab-notebooks Collection of google colaboratory notebooks for fast and easy experiments	56	Established	1,614	Python
4	trekhleb/machine-learning-experiments 🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo	56	Established	1,798	Jupyter Notebook
5	deepklarity/jupyter-text2code A proof-of-concept jupyter extension which converts english queries into...	56	Established	2,090	Jupyter Notebook
6	kweinmeister/notebooks Jupyter notebooks for learning and demonstrations	53	Established	22	Jupyter Notebook
7	drengskapur/colab2pdf Convert your Colab notebook to a PDF. One-minute install. Zero configuration.	53	Established	33	Python
8	blueprints-for-text-analytics-python/blueprints-text Jupyter notebooks for our O'Reilly book "Blueprints for Text Analysis Using Python"	51	Established	270	Jupyter Notebook
9	aws-samples/aws-machine-learning-university-accelerated-cv Machine Learning University: Accelerated Computer Vision Class	51	Established	1,615	Jupyter Notebook
10	vsmolyakov/experiments_with_python experiments with python	51	Established	376	Jupyter Notebook
11	Machine-Learning-Tokyo/DL-workshop-series Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)	51	Established	938	Jupyter Notebook
12	liyu95/Deep_learning_examples Examples of using deep learning in Bioinformatics	51	Established	447	Jupyter Notebook
13	ContinualAI/colab Continual Learning tutorials and demo running on Google Colaboratory.	50	Established	357	Jupyter Notebook
14	UppuluriKalyani/ML-Nexus ML Nexus is an open-source collection of machine learning projects, covering...	49	Emerging	84	Jupyter Notebook
15	NLP-LOVE/ML-NLP 此项目是机器学习(Machine Learning)、深度学习(Deep...	49	Emerging	17,549	Jupyter Notebook
16	dair-ai/ML-Notebooks :fire: Machine Learning Notebooks	49	Emerging	3,436	Jupyter Notebook
17	maxpumperla/learning_ray Notebooks for the O'Reilly book "Learning Ray"	49	Emerging	345	Jupyter Notebook
18	chrisvdweth/selene An open, large-scale, interactive textbook.	49	Emerging	107	Jupyter Notebook
19	shaform/experiments Some research experiments	48	Emerging	96	Jupyter Notebook
20	deep-learning-for-biology/notebooks Notebooks to follow along with "Deep Learning for Biology" Chapters 2 to 6.	48	Emerging	115	Jupyter Notebook
21	Benjamin-Lee/deep-rules Ten Quick Tips for Deep Learning in Biology	47	Emerging	225	HTML
22	CAREamics/careamics-examples Examples and code snippets for CAREamics	45	Emerging	7	Jupyter Notebook
23	liviu-/notebooks Directory of Jupyter notebooks exploring various topics	45	Emerging	316	Jupyter Notebook
24	zszazi/awesome-collection-of-google-colab-notebooks COLLABORATE in building a collection of google COLAB notebooks	45	Emerging	76	Jupyter Notebook
25	zeissmicroscopy/ZEN_API_Python_CZI_workshop Material to showcase and test several tools and packages releated to ZEN,...	44	Emerging	20	Jupyter Notebook
26	tugstugi/dl-colab-notebooks Try out deep learning models online on Google Colab	43	Emerging	1,773	Jupyter Notebook
27	RISE-MICCAI/rise-tutorials-website Tutorials made by the RISE community.	43	Emerging	7	Jupyter Notebook
28	shudima/notebooks Jupyter Notebooks with Deep Learning Tutorials	43	Emerging	209	Jupyter Notebook
29	CAREamics/MicroSplit-reproducibility Notebooks, scripts and utilities to reproduce MicroSplit	42	Emerging	6	Python
30	firmai/awesome-google-colab Google Colaboratory Notebooks and Repositories (by @firmai)	42	Emerging	1,489	Jupyter Notebook
31	toxtli/awesome-machine-learning-jupyter-notebooks-for-colab A curated list of Machine Learning and Deep Learning tutorials in Jupyter...	41	Emerging	320	Jupyter Notebook
32	KatherLab/swarm-learning-hpe Experimental repo for Odelia project based on HPE platform. This repo...	41	Emerging	14	Jupyter Notebook
33	henripal/labnotebook LabNotebook is a tool that allows you to flexibly monitor, record, save, and...	41	Emerging	528	Jupyter Notebook
34	krishgoel/chronocept-baseline-models The official baseline implementations for Chronocept	40	Emerging	10	Jupyter Notebook
35	OpenCodeEra/ML-X Dive into a rich assortment of machine learning models, perfect for learners...	38	Emerging	6	Jupyter Notebook
36	DreamSoul-AI/ColDA Collaborative Data Analysis for All	37	Emerging	19	Jupyter Notebook
37	radiantearth/model_ramp_baseline Replicable AI for Microplanning (Ramp) Bootstrap Model	36	Emerging	8	Jupyter Notebook
38	addinedu-ros-9th/deeplearning-repo-2 딥러닝 프로젝트 2조 저장소. 딥러닝 기반 항공 운항 안전 서비스	35	Emerging	4	Roff
39	diegoinacio/creative-coding-notebooks 🎨 An authorial set of fundamental Python recipes on Creative Coding and Computer Art.	34	Emerging	33	Jupyter Notebook
40	rickiepark/aiml4coders <개발자를 위한 머신러닝&딥러닝> 도서의 코드 저장소	33	Emerging	24	Jupyter Notebook
41	jshinm/inductive-bias-experiment inductive bias experiment for deepnet paper	30	Emerging	2	Jupyter Notebook
42	raghavbali/workshop_text_classification Workshop on Text Classification at 1729 Conference	30	Emerging	13	Jupyter Notebook
43	meliy-meyada/Colaboratory-Notebooks-ML Collection of google colaboratory notebooks artificial intelligence.	29	Experimental	1	Jupyter Notebook
44	balavenkatesh3322/Deep-learning-Notebook A collection of deep learning notebooks for learning and practicing.	29	Experimental	18	—
45	future-ai-org/desci-ai-experiments-py 👾 resources for DeSci + AI experiments: notes, ml, agents, llms, energy...	28	Experimental	25	Python
46	floydhub/examples FloydHub Examples – A collection of boilerplates and examples of machine...	27	Experimental	37	—
47	ChristianLangridge/LEMBAS-RNN-benchmark Benchmarking a novel bio-informed RNN architecture under Dr. Cheng Zhang at KCL	25	Experimental	2	Jupyter Notebook
48	DeepRatAI/Educative-Lab 🧾 Open, hands-on AI education program — from Machine Learning to Generative...	23	Experimental	7	Jupyter Notebook
49	TurboML-Inc/colab-notebooks Example notebooks using the TurboML platform	23	Experimental	16	Jupyter Notebook
50	derwind/machine_learning utils and examples for studying machine learning	22	Experimental	—	Jupyter Notebook
51	sascha-kirch/ML_Notebooks Collection of machine learning related notebooks to share.	22	Experimental	19	Jupyter Notebook
52	AbdelStark/jepa-notebooks Learn JEPA from scratch -- 10 notebooks from representations to world models	22	Experimental	—	Jupyter Notebook
53	Z4phxr/Machine-Learning-Lab Google Colab notebooks from my AI learning journey, covering machine...	22	Experimental	—	Jupyter Notebook
54	ieasybooks/kunnashat مجموعة من الكُنَّاشات على Google Colab تسمح للمستخدمين بأداء المهام بشكل أسرع	21	Experimental	10	—
55	jaron/deeper-learning Little experiments in artificial intelligence	21	Experimental	1	Jupyter Notebook
56	luigifreda/dlplay Collection of examples and tools to start playing with computer vision and...	20	Experimental	3	Python
57	antonio-f/Orca2 Orca 2 on Colab	20	Experimental	8	Jupyter Notebook
58	usamireko/YuE-exllamav2-Colab A Colab notebook that makes easier to run YuE-exllamav2 on Google Collaboratory	19	Experimental	3	Jupyter Notebook
59	shagunsodhani/PyDataConf2017 Code and Presentation for PyData Conference 2017	19	Experimental	3	Jupyter Notebook
60	DavidFederl/elastic-ai.experiments This repositories hosts the delta-compression experiments for my...	19	Experimental	—	Python
61	EpistemologistIoneuroscientist/Custom-GCE-Colab This repository provides tools and scripts to simplify the creation and...	18	Experimental	2	—
62	gox6/colab-demos Colab notebooks exploring topics in Data Science and AI, discussed on the...	17	Experimental	1	Jupyter Notebook
63	Erickpython/kodeCamp_5X-MachineLearning Contains Colab Notebooks for KodeCamp 5X - Machine Learning Core 10 Weeks BootCamp	16	Experimental	1	Jupyter Notebook
64	rmanicav/ml-deep-learning-genai-portfolio Experimental machine learning and deep learning models for research prototyping.	15	Experimental	2	Jupyter Notebook
65	alfarasjb/ML random notebooks on machine learning and deep learning	14	Experimental	—	Jupyter Notebook
66	DerekHickey6/Experiments-and-Snippets Exploratory experiments and learning snippets across multiple languages.	14	Experimental	—	Jupyter Notebook
67	mtichikawa/ml-experiments ML experiments: model comparisons, benchmark notebooks, and algorithm explorations	14	Experimental	—	Jupyter Notebook
68	nazmulkazi/ML-DL-NLP Machine learning (ML), deep learning (DL), and natural language processing...	13	Experimental	—	Jupyter Notebook
69	DesignStripe/colab_notebooks Colab notebooks for designstripe's articles.	13	Experimental	—	Jupyter Notebook
70	tracebloc/start-training tracebloc notebook to launch and manage experiments in collaboration	13	Experimental	—	Jupyter Notebook
71	octoml/octoml-examples A collection of test models for the OctoML AI acceleration service	12	Experimental	5	—
72	Tomas542/dl_examples Examples of Machine Learning, Deep Learning, Natural Language Processing and so on	11	Experimental	—	Jupyter Notebook
73	ravijo/deepstation This repository contains a bill of materials for a custom-built deep learning PC.	11	Experimental	—	—
74	keisuke58/mnist-deep-learning-playground 8 deep learning experiments on MNIST: CNN, VAE, GAN, Diffusion, GNN,...	11	Experimental	—	Python
75	jmuchovej/tutorials A meta-repository for tutorials I've given.	11	Experimental	—	—
76	ankushbhardwxj/notebooks Collection of jupyter notebooks	10	Experimental	2	Jupyter Notebook
77	csinva/dnn-experiments A set of scripts and experiments making it easier to analyze deep learning...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

experiments_with_python and experiments (51 vs 48)