PureML: a transparent NumPy-only deep learning framework for teaching and prototyping

PureML: a transparent NumPy-only deep learning framework for teaching and prototyping - Published in JOSS (2026)

https://github.com/yehor-mishchyriak/pureml

Science Score: 87.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
  • .zenodo.json file
  • DOI references
    Found 1 DOI reference(s) in JOSS metadata
  • Academic links in README
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
    Published in Journal of Open Source Software
Last synced: 5 months ago · JSON representation

JOSS Publication

PureML: a transparent NumPy-only deep learning framework for teaching and prototyping
Published
January 23, 2026
Volume 11, Issue 117, Page 9631
Authors
Yehor Mishchyriak ORCID
Department of Mathematics and Computer Science, Wesleyan University, Middletown, CT, United States
Editor
Evan Spotte-Smith ORCID
Tags
python numpy autodiff machine-learning deep-learning education