# gxtrobot/bustag

a tag and recommend system for old bus driver 给老司机用的一个番号推荐系统

Repository: https://github.com/gxtrobot/bustag
Canonical: https://ross.abutalabs.com/products/bustag
Language: JavaScript
License: MIT
License Family: permissive
Last push: 2022-12-08T06:00:48+00:00

## Health v2 (maintenance only)
Score: 23/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 8, longevity 100
- inputs: {"age_days": 2590, "days_push": 1364, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 3814, forks 563 (observed 2026-08-28T04:08:20.871718+00:00)

## What it is
Bustag is a self-hosted web application that periodically scrapes new media title (番号) listings, lets users tag items as liked or disliked, and trains a machine learning model from those tags. Once trained, the model automatically predicts and recommends new items matching the user's preferences, filtering out unwanted ones.

## Use cases
- automatically filter new media releases by personal taste
- train a recommendation model from my own like/dislike tags
- scrape and track latest title listings on a schedule
- run a personal recommendation service in docker on a NAS
- manage and tag a local media file collection

## When to choose
- you want a self-hosted, tag-driven recommendation system with a web UI
- you prefer docker or portable binaries over configuring a python project
- you want scheduled scraping plus ML-based prediction in one tool

## When to avoid
- you need a production-grade or actively maintained project
- you want a general-purpose recommendation engine unrelated to this content domain
- you cannot use docker, python, or the provided portable builds

## Facets
- artifact type: application
- maturity: maintenance
- function: machine-learning, web-scraping, self-hosted, http-server
- domain: machine-learning, web-development, self-hosted, media
- platform: self-hosted, windows, python
- tags: recommendation-system, tagging, crawler, model-training, adult-content, docker-app, green-portable, recommendation, automation, docker, web-server, macos, linux

## Member repositories
- gxtrobot/bustag (main) score 23

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:08:20.871718+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 2026-08-29T18:26:33.780119+00:00, confidence not recorded.
  - readme: https://github.com/gxtrobot/bustag (fetched 2026-08-28T04:08:20.871718+00:00, sha e8679421bf47)
- Data as of 2026-08-30T08:39:29.467469+00:00.