Classy-fire is multiclass text classification approach leveraging OpenAI LLM model APIs optimally using clever parameter tuning and prompting.
active 2023-09-04 → 2026-03-05 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 914 days from 2023-09-04 to 2026-03-05. Pushes: 40 total, peak 20 in a day. Pull requests: 6 total, peak 3 in a day. Issues: 11 total, peak 3 in a day. Comments: 7 total, peak 3 in a day. Stars: 72 total, peak 15 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| shayben | 40 | 33 | 0 | 1 |
| oribarilan | 12 | 6 | 3 | 2 |
| microsoft-github-policy-service[bot] | 5 | 0 | 0 | 3 |
| Copilot | 3 | 1 | 2 | 0 |
| spisupat | 2 | 0 | 1 | 1 |
| eladbenzaken | 1 | 0 | 0 | 0 |
| ogencoglu | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Pull request#12Copilot2026-03-05 03:53
- Pull request#12Copilot2026-03-05 03:53
- Issue#11microsoft-github-policy-service[bot]2026-02-01 09:40[Action Needed] This repo is inactive
- Issue#10shayben2023-11-15 16:04Todo: Randomize class order to reduce order bias
- Releaseshayben2023-11-15 15:160.2.1
- Releaseshayben2023-11-15 15:100.2.0
- Issue#9shayben2023-11-08 07:01Todo: add support for probabilistic classification via completions
- Releaseshayben2023-11-05 09:410.1.9
- Releaseshayben2023-11-05 09:260.1.8
- Issue#9shayben2023-09-12 14:10Todo: add support for probabilistic classification via completions
- Issue#8shayben2023-09-12 14:03Todo: Improve few shot API
- Pull request#6oribarilan2023-09-08 08:40
- Issue comment#6oribarilan2023-09-08 08:40Fix for package install
- Issue comment#5oribarilan2023-09-08 07:50Trouble importing after successful pip install
- Issue#5oribarilan2023-09-08 07:50Trouble importing after successful pip install
- Releaseoribarilan2023-09-08 07:460.1.7
- Releaseoribarilan2023-09-08 07:400.2.0
- Pull request#7oribarilan2023-09-08 07:38
- Pull request#7oribarilan2023-09-08 07:31
- Issue comment#6spisupat2023-09-07 16:19Fix for package install
- Issue comment#6microsoft-github-policy-service[bot]2023-09-07 16:17Fix for package install
- Pull request#6spisupat2023-09-07 16:16
- Releaseshayben2023-09-06 11:090.1.5
- Issue#3shayben2023-09-05 12:28Difference between LMQL, outlines, guidance etc.
- Issue#4shayben2023-09-05 09:17classy-fire.py
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 72 stars here means stars gained during the window, not the repo's star count.