minerva-ml/steppy

Lightweight, Python library for fast and reproducible experimentation :microscope:

Archived
46
/ 100
Emerging

Provides `Step` and `Transformer` abstractions that handle pipeline execution concerns like checkpointing, intermediate result caching, and persistence—letting practitioners focus on computational logic. Designed for iterative ML workflows, it integrates with Keras and other frameworks while enforcing reproducibility through automatic state management without imposing rigid constraints on pipeline design.

136 stars. No commits in the last 6 months.

Archived Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 20 / 25

How are scores calculated?

Stars

136

Forks

32

Language

Python

License

MIT

Category

ml-learning-collections

Last pushed

Nov 23, 2018

Commits (30d)

0

GitHub
Ml Learning Collections · 19 frameworks

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/minerva-ml/steppy"

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

Compare

steppy and steppy-examples

Higher-rated alternatives

keshavsingh3197/Python

this resporatory have ml,ai,nlp,data science etc.python language related material from many...

50

the-mrinal/ML-Notebook

Comprehensive ML curriculum: from NumPy to Neural Networks. 50+ Jupyter notebooks with...

45

manashmandal/ml.manash.me

(Deprecated) Visit this one -> https://bn.mlmodel.fit/

45

oborchers/Medium_Repo

This repository provides the code examples for the corresponding blog posts. In case you have...

42

RubensZimbres/Repo-2016

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP...

41

Explore ML Frameworks

All categories Trending ML Framework directory Insights