huggingface/knockknock
🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2723
- days_rel: n/a
- days_push: 1167
- n_releases_24m: 0
Adoption not part of the score
2828 stars · 225 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A small Python library that sends notifications when machine learning training completes or crashes, requiring only a decorator on your main function. It supports twelve notification channels including email, Slack, Telegram, Discord, and Microsoft Teams.
Use cases
- get notified when my model training finishes
- alert me if training crashes mid-run
- send slack notification when python script ends
- notify training completion on telegram
- monitor long-running deep learning jobs
- add completion alerts to training script with minimal code
When to choose
- you train ML models and want near-zero-effort completion or failure notifications
- you want a decorator-based integration with many messaging platforms
When to avoid
- you need full ML experiment tracking or metrics dashboards
- you need actively developed tooling - the project sees only maintenance releases
Facets
library · maturity maintenance
monitoring alerting machine-learning deep-learning developer-tools python cross-platform training-notifications decorator slack telegram discord email-notifications notification
2 sources
- readme: https://github.com/huggingface/knockknock · fetched 2026-08-28 · b3d8cb453ce0
- registry_pypi: https://pypi.org/pypi/knockknock/json · fetched 2026-08-29 · 09e942467696
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| huggingface/knockknock | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="huggingface/knockknock")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem