ML Project Templates ML Frameworks

Cookiecutter templates and starter project scaffolds for initializing machine learning, data science, and MLOps projects with standardized directory structures. Does NOT include framework documentation, individual model implementations, or general-purpose Python project templates without ML focus.

There are 12 ml project templates frameworks tracked. 1 score above 70 (verified tier). The highest-rated is drivendataorg/cookiecutter-data-science at 70/100 with 9,723 stars.

Get all 12 projects as JSON

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

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#	Framework	Score	Tier	Stars	Language
1	drivendataorg/cookiecutter-data-science A logical, reasonably standardized, but flexible project structure for doing...	70	Verified	9,723	Python
2	docker-science/cookiecutter-docker-science Cookiecutter template for data scientists working with Docker containers	49	Emerging	360	Makefile
3	csinva/cookiecutter-ml-research A logical, reasonably standardized, but flexible project structure for...	47	Emerging	18	Jupyter Notebook
4	mihail911/e2eml-cookiecutter A generic template for building end-to-end machine learning projects	39	Emerging	36	—
5	zenml-io/template-starter A template for a starter project for ZenML	36	Emerging	21	Python
6	harrisonpim/biscuit-cutter :cookie: A cookiecutter structure for reproducible data science projects,...	31	Emerging	3	Dockerfile
7	rvbug/cookie-ml Helps to generate ML cookiecutter structure using Python	30	Emerging	1	Python
8	piotr-rarus/python-template Python slim template repository	25	Experimental	26	Makefile
9	nateraw/spaces-template A 🔥 cookiecutter template for building Hugging Face Spaces	25	Experimental	11	Shell
10	Yameogo123/squeleton Squeleton for different projects ML in python (package), fastAPI, react js...	22	Experimental	1	Python
11	joaomj/cookiecutter_machine_learning A lean template for Data Science and Machine Learning projects with Docker support.	21	Experimental	5	Python
12	alessiomorteo/datascience-cookiecutter A copy of the popular repo...	11	Experimental	—	Shell

Comparisons in this category

cookiecutter-data-science and cookiecutter-docker-science (70 vs 49) cookiecutter-data-science and e2eml-cookiecutter (70 vs 39) cookiecutter-data-science and template-starter (70 vs 36) cookiecutter-data-science and cookiecutter-ml-research (70 vs 47) cookiecutter-data-science and cookiecutter_machine_learning (70 vs 21) cookiecutter-data-science and biscuit-cutter (70 vs 31) cookiecutter-data-science and cookie-ml (70 vs 30) cookiecutter-docker-science and cookiecutter_machine_learning (49 vs 21) cookiecutter-docker-science and biscuit-cutter (49 vs 31) biscuit-cutter and cookiecutter_machine_learning (31 vs 21)