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 71 colab notebook collections frameworks tracked. 14 score above 50 (established tier). The highest-rated is dcavar/python-tutorial-notebooks at 63/100 with 159 stars.

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