# kirang89/pycrumbs

Bits and bytes of Python from the Internet

Repository: https://github.com/kirang89/pycrumbs
Canonical: https://ross.abutalabs.com/products/pycrumbs
License: Unlicense
License Family: permissive
Topics: python, links, awesome-list
Last push: 2023-07-04T14:47:41+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": 4812, "days_push": 1156, "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 3256, forks 674 (observed 2026-08-28T04:07:52.382190+00:00)

## What it is
A curated list of Python learning resources, articles, and links collected from around the Internet. It covers topics from beginner guides to decorators, web frameworks, data science, and deployment.

## Use cases
- find resources to learn Python from scratch
- look up articles about decorators and generators
- discover Python web framework tutorials
- find books and courses on Python
- explore Python data science and deep learning links

## When to choose
- you want a broad curated index of Python learning material
- you are a beginner looking for a starting point
- you need links across many Python topics in one place

## When to avoid
- you need up-to-date resources, as the list is no longer actively updated
- you want structured tutorials rather than a link collection
- you need resources for languages other than Python

## Facets
- artifact type: learning-resource
- maturity: maintenance
- function: documentation
- domain: tutorials, awesome-lists, programming-languages
- platform: python
- tags: awesome-list, curated-links, python-resources, python

## Member repositories
- kirang89/pycrumbs (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:52.382190+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 2026-08-29T18:43:52.949642+00:00, confidence not recorded.
  - readme: https://github.com/kirang89/pycrumbs (fetched 2026-08-28T04:07:52.382190+00:00, sha d76f628f4243)
- Data as of 2026-08-30T08:39:29.467469+00:00.