Python · MIT
MarkIvor/predictorlab
Self-hosted tabular ML that doesn't lie. Leakage Guard, conformal intervals, profit-optimized thresholds, counterfactuals & instant REST/MCP API.
★ 67
Stars
1 forks · 0 open issues
+18/day
Growth · lifetime avg
Average since the repo was created — it is young enough that this still describes now. Not a recent-week figure.
44.8
Momentum / 100
see the breakdown below
6d ago
Created
last push 3d ago
Star history
Only 1 snapshot so far — we started watching
this repository on 2026-11-05.
The chart appears once there are two days to compare.
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 24.5 | +18/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 14.9 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 5.3 | 67 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 44.8 | sum of the above |
Detail
| Topics | automlcatboostconformal-predictioncounterfactual-explanationsdata-leakageduckdbexplainable-aifastapilightgbmmachine-learningmcp-servermlopsself-hostedtabular-data |
| Matched on | Data (duckdb) |
| Short window | no snapshot 5–10 days old yet |
| Long window | no snapshot 14–45 days old yet |
| Lifetime average | 18.13 stars/day over 4 days |
| First seen here | 2026-11-05 |
| Last read | 2d ago |