ML Project Scaffolding ML Frameworks

Starter templates and boilerplate repositories that provide pre-configured directory structures, best practices, and integration setups for beginning ML/DL projects. Does NOT include configuration management libraries, experiment tracking tools, or task-specific project examples (competitions, tutorials, disease detection, etc.).

There are 82 ml project scaffolding frameworks tracked. 8 score above 50 (established tier). The highest-rated is finos/jupyterlab_templates at 66/100 with 414 stars.

Get all 82 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	finos/jupyterlab_templates Support for jupyter notebook templates in jupyterlab	66	Established	414	Python
2	kyegomez/Python-Package-Template A easy, reliable, fluid template for python packages complete with docs,...	56	Established	200	Shell
3	mit-ll-responsible-ai/hydra-zen Create powerful Hydra applications without the yaml files and boilerplate code.	56	Established	453	Python
4	xtreamsrl/jupytemplate Templates for jupyter notebooks	56	Established	147	Jupyter Notebook
5	ZhiyuanChen/CHANfiG Easier Configuration	52	Established	29	Python
6	moemen95/Pytorch-Project-Template A scalable template for PyTorch projects, with examples in Image...	51	Established	918	Python
7	MrGemy95/Tensorflow-Project-Template A best practice for tensorflow project template architecture.	51	Established	3,628	Python
8	orobix/quadra Quadra: Effortless and reproducible deep learning workflows with configuration files.	50	Established	50	Python
9	blobcity/ai-seed 1000+ ready code templates to kickstart your next AI experiment	48	Emerging	116	Jupyter Notebook
10	miracleyoo/pytorch-lightning-template An easy/swift-to-adapt PyTorch-Lighting template....	47	Emerging	1,541	Jupyter Notebook
11	marvinsxtr/ml-project-template Template machine learning project using wandb, hydra-zen and submitit on...	47	Emerging	10	Python
12	danieldeutsch/repro Repro is a library for easily running code from published papers via Docker.	46	Emerging	42	Python
13	vboussot/KonfAI A simple and flexible deep learning framework based on PyTorch and YAML...	46	Emerging	8	Python
14	NikolasEnt/AI-project-template General-purpose structure template for DS/ML/CV/DL/AI projects and...	45	Emerging	5	Makefile
15	Blinorot/pytorch_project_template PyTorch Template for DL projects	45	Emerging	207	Python
16	grok-ai/nn-template Generic template to bootstrap your PyTorch project.	44	Emerging	650	Python
17	pyfenn/templates Template repository for the primary fenn library	44	Emerging	2	Python
18	mila-iqia/ResearchTemplate Research Project Template Repository	43	Emerging	44	Python
19	L1aoXingyu/Deep-Learning-Project-Template A best practice for deep learning project template architecture.	43	Emerging	1,391	Python
20	eladrich/pyrallis Pyrallis is a framework for structured configuration parsing from both cmd...	43	Emerging	253	Python
21	JeanKossaifi/zencfg A Zen approach to configuring your Python project	42	Emerging	15	Python
22	project-lighter/lighter Streamline deep learning experiments using config files	42	Emerging	72	Python
23	Janspiry/distributed-pytorch-template This is a seed project for distributed PyTorch training, which was built to...	41	Emerging	163	Python
24	FrancescoSaverioZuppichini/PyTorch-Deep-Learning-Template A Pytorch Computer Vision template to quick start your next project! 🚀🚀	41	Emerging	360	Jupyter Notebook
25	Python-templates/sklearn-project-template Beginner machine learning template for projects based on sklearn library.	40	Emerging	31	Python
26	ahangchen/torch_base Quickly bring up your PyTorch project(a skeleton)	40	Emerging	744	Python
27	ashleve/lightning-hydra-template PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡	40	Emerging	5,187	Python
28	cresset-template/cresset Template repository to build PyTorch projects from source on any version of...	40	Emerging	722	Dockerfile
29	madhanl6/ML-Template A template for efficiently setting up Python-based machine learning projects.	40	Emerging	24	Python
30	DavidZhang73/pytorch-lightning-template A template for simple deep learning projects using Lightning	39	Emerging	32	Python
31	soldni/springs A set of utilities to turn Dataclasses into useful configuration managers.	39	Emerging	11	Python
32	hardefarogonondo/data-science-project-folder-structure Leading template for Data Science directory layouts rooted in professional...	39	Emerging	17	Jupyter Notebook
33	appleparan/copier-modern-ml Modern Python project template for machine learning made with copier	39	Emerging	7	Jinja
34	Axect/pytorch_template A flexible PyTorch template for ML experiments with configuration...	38	Emerging	10	Python
35	hugohadfield/pytorch_image_regression A template for doing regression from images with pytorch	38	Emerging	41	Python
36	CLAIRE-Labo/python-ml-research-template A template for starting reproducible Python machine-learning projects with...	38	Emerging	114	Shell
37	icoxfog417/datascience-template Data science project template	37	Emerging	20	Jupyter Notebook
38	HelmholtzAI-Consultants-Munich/Quicksetup-ai A flexible template, as a quick setup for deep learning projects in...	37	Emerging	48	Python
39	thoth-station/template-project This is a Template for any Python based project	37	Emerging	8	Python
40	rekursiv-ai/configgle Type-safe hierarchical experiment configuration using pure Python dataclass...	37	Emerging	5	Python
41	TencentARC/common_trainer Common template for pytorch project. Easy to extent and modify for new project.	35	Emerging	13	Python
42	seanywang0408/PyTorch-Template A PyTorch template for developing an AI project	34	Emerging	6	Python
43	cstsunfu/intc Python Intelligence Config Manager. A superset of hydra+pydantic+lsp	34	Emerging	28	C
44	wiktorlazarski/ai-awesome-project-template 🤖 Project template for your next awesome AI project. 🦾	33	Emerging	26	Python
45	quy-ng/kickoff-ml-project Project Template to Kickoff Machine Learning Project	32	Emerging	5	Dockerfile
46	valentingol/cliconfig Merging yaml config and set parameters with CLI. Use config processing for...	32	Emerging	10	Python
47	YooSungHyun/pytorch-lightning-template my useful torch lightning training template	32	Emerging	32	Python
48	rayanrsr/ml-project-template Get started on your Machine Learning or Deep Learning projects with the best...	31	Emerging	9	Python
49	willyfh/lightning-hydra-boilerplate A project boilerplate for deep learning experiments using PyTorch Lightning...	31	Emerging	11	Python
50	AtticusZeller/Pytorch-Lightning-uv 📦 Zero-config Deep Learning template with PyTorch Lightning, UV package...	30	Emerging	5	Python
51	JensBender/machine-learning-template 🏗️ A versatile, ready-to-use machine learning template for tabular data....	30	Emerging	6	Jupyter Notebook
52	anujonthemove/Python-Machine-Learning-Template [DO NOT FORK/CLONE \| JUST CLICK ON "USE THIS TEMPLATE" BUTTON] Supercharge...	29	Experimental	36	Shell
53	sujitahirrao/ai-project-template A logical, reasonably standardized, but flexible project template for...	29	Experimental	11	Python
54	julianschelb/docana-project-report-template This repository serves as a template for your project reports as part of the...	28	Experimental	2	—
55	Allaye/directize a package to create Data Science, Machine learning and AI project structure,...	28	Experimental	3	Python
56	Odiambo/odipie 🥧 Complete ML development toolkit & template: Intelligent lazy loading (96%...	28	Experimental	3	Python
57	WardLT/ai-project-template Project layout for efficient AI for science	27	Experimental	12	Jupyter Notebook
58	Sagargupta16/ai-project-template A simple template for AI and machine learning projects with organized...	27	Experimental	2	—
59	Excidion/reproML A template for collaborative development and reproducible results in data...	27	Experimental	1	Jinja
60	gorodnitskiy/yet-another-lightning-hydra-template Flexible and scalable template based on PyTorch Lightning + Hydra. Efficient...	27	Experimental	242	Python
61	computorg/template-computo-python Computo template and documentation for Python users	26	Experimental	4	TeX
62	jvdillon/configgle Type-safe hierarchical experiment configuration using pure Python dataclass...	24	Experimental	4	Python
63	MaxLopezSalgado/data_project_template This project template is created for individuals who find it useful for...	23	Experimental	16	Jupyter Notebook
64	mmulet/jellyml JellyML is an open-source tool (python API and command line) for...	23	Experimental	9	Pug
65	ai-enhanced-engineer/aut-python-template AI/ML project template with best practices baked in	23	Experimental	—	Python
66	RohitSalunkhe45/aie-student-template 📝 Simplify your AI course tasks with this student template for homework and...	22	Experimental	—	—
67	DakshSave/Machine-Learning-Templates These are some simple Machine Learning templates that I have created as...	22	Experimental	1	Python
68	tarosssh/ml-vision-competition-tempelate 🚀 Streamline your image classification projects with this reusable PyTorch...	22	Experimental	—	Python
69	benoit-bremaud/kaggle-project-template Template repository for Kaggle competition projects. Python 3.12, uv,...	22	Experimental	—	Jupyter Notebook
70	C-Naoki/my-python-template Python template mainly intended for implementations for research projects....	21	Experimental	—	Python
71	Justin900429/deep-learning-template A lightweight Python template for deep learning project or research with PyTorch.	20	Experimental	8	Python
72	AkmaLeyzal/MachineLearning-Template Machine Learning and Deep Learning Notebook Template	19	Experimental	2	Jupyter Notebook
73	SalamanderXing/mate 🧉 the ultimate deep learning project management and sharing tool	19	Experimental	4	HTML
74	Hassi34/dvc-project-template A boilerplate template for DVC(Data Version Control) Project	18	Experimental	2	Python
75	niqodea/pytorch-mediator A template for wrapping research code with user-friendly APIs 🎁	18	Experimental	2	Python
76	NicholasDominic/sc-final-project-template Please CLONE this repository first. This repository is used as a Startup...	14	Experimental	—	—
77	BrendanCarlin/ml-project-template A reusable template to bootstrap local ML projects with Conda, PyTorch,...	13	Experimental	—	Shell
78	AidinHamedi/PyTorch-Project-Template A Simple Template For A PyTorch Classification Project 😄	13	Experimental	2	Jupyter Notebook
79	TimHal/research-project-template A machine learning research project template. Aimed at students and...	11	Experimental	—	Python
80	mkmenta/deep-learning-project-template Deep Learning base project template using my favourite following AI stack.	11	Experimental	—	Python
81	kisnikser/research-template Minimalistic research template	11	Experimental	—	—
82	RaedAddala/AI-Engineering-Project-Template ML Project Template containing data, data collection, feature engineering,...	10	Experimental	2	—

Comparisons in this category

Tensorflow-Project-Template and Deep-Learning-Project-Template (51 vs 43) Pytorch-Project-Template and Deep-Learning-Project-Template (51 vs 43) Pytorch-Project-Template and pytorch_project_template (51 vs 45) jupyterlab_templates and jupytemplate (66 vs 56)