# trananhkma/fucking-awesome-python

awesome-python with :octocat: :star: and :fork_and_knife:

Repository: https://github.com/trananhkma/fucking-awesome-python
Canonical: https://ross.abutalabs.com/products/fucking-awesome-python
License: MIT
License Family: permissive
Last push: 2024-04-15T07:19:01+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 4001, "days_push": 870, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2070, forks 247 (observed 2026-08-28T04:06:10.348710+00:00)

## What it is
A curated list of Python libraries and tools, forked from awesome-python and augmented with GitHub star and fork counts for each entry. It serves as a discovery directory for the Python ecosystem rather than a usable software artifact.

## Use cases
- find popular python libraries for a task
- discover well-maintained python packages by stars
- browse a curated catalog of python tools
- compare python libraries by github popularity
- find python resources for web development or data science

## When to choose
- you want a broad, categorized index of python libraries with popularity signals
- you are exploring the python ecosystem and want community-endorsed options

## When to avoid
- you need working software rather than a link list
- you need up-to-date recommendations, since the list is only periodically maintained

## Facets
- artifact type: learning-resource
- maturity: maintenance
- function: developer-tools, documentation
- domain: awesome-lists, developer-tools
- platform: python, cross-platform
- tags: awesome-list, curated-list, python-ecosystem, resource-directory, python

## Member repositories
- trananhkma/fucking-awesome-python (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:10.348710+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 2026-08-30T02:56:44.620384+00:00, confidence not recorded.
  - readme: https://github.com/trananhkma/fucking-awesome-python (fetched 2026-08-28T04:06:10.348710+00:00, sha 4db6f031bdb3)
- Data as of 2026-08-30T08:39:29.467469+00:00.