# svaksha/pythonidae

Curated decibans of scientific programming resources in Python.

Repository: https://github.com/svaksha/pythonidae
Canonical: https://ross.abutalabs.com/products/pythonidae
Homepage: http://svaksha.github.io/pythonidae
Language: Julia
License: NOASSERTION
License Family: other
Topics: python, awesome-list
Last push: 2023-07-04T14:36:02+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 4526, "days_push": 1156, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1040, forks 195 (observed 2026-08-28T04:03:20.438270+00:00)

## What it is
A curated awesome-list of Python libraries and resources for scientific programming, mathematical, and statistical computing. It organizes links across many science and engineering domains including AI, biology, chemistry, physics, and earth science.

## Use cases
- find python libraries for scientific computing
- curated list of python math and statistics resources
- discover python tools for bioinformatics or chemistry
- awesome list for scientific programming in python
- find python resources for machine learning and NLP
- locate open data science datasets and tools

## When to choose
- you want a broad, curated directory of Python scientific libraries across many disciplines
- you are exploring what Python ecosystem tools exist for a science domain
- you want links to resources spanning math, physics, biology, and data science

## When to avoid
- you need actively maintained, up-to-date recommendations
- you need working code or a library rather than a link collection
- you need resources exclusively about Python with no other languages mixed in

## Facets
- artifact type: learning-resource
- maturity: maintenance
- function: developer-tools, documentation
- domain: data-science, mathematics, awesome-lists, tutorials
- platform: python
- tags: awesome-list, curated-resources, scientific-computing, scientific-programming, resource-directory

## Member repositories
- svaksha/pythonidae (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:20.438270+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T07:03:32.426007+00:00, confidence not recorded.
  - readme: https://github.com/svaksha/pythonidae (fetched 2026-08-28T04:03:20.438270+00:00, sha c0fbb82e60e2)
  - homepage: http://svaksha.github.io/pythonidae (fetched 2026-08-29T13:04:17.319903+00:00, sha 73242835c7a5)
- Data as of 2026-08-30T08:39:29.467469+00:00.