NandhaKishorM/vegaml
- Total stars
- 120
- Today · UTC
- +3since 02:45 UTC
More actions
Typed decisions from a frozen language model and a small physics engine: calibrated probabilities, conformal sets, 73k context, images.
Save to My finds to follow releases and star growth. Saved in this browser.
About the project
Library for typed decisions from a frozen language model and a small physics engine: returns a choice, score, or probability with calibration, conformal sets, and an abstain flag. Supports 73k context and images, runs locally.
Useful for
- Classify support emails by team with calibrated probabilities
- Score customer churn risk from message text without generating replies
- Label document types from images via decide_image
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of October 11, 2026, 03:35 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.
Why it’s trending
- Star-counter measurements on 2026-10-11 (UTC), 02:45–03:25: 117 → 120 stars (+3). This is the change over that interval.
- Estimated end-of-day forecast: about +92 stars, using observed gains and the previous day.
- The repository is 2 days old and already has 120 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #193.
- About 20 forks a day — people are taking the code.
Measured growth: the last 7 completed days
The full 7-day window is unavailable; no weekly total or comparison is calculated.
Daily measurements · UTC
- October 4, 2026
- —
- October 5, 2026
- —
- October 6, 2026
- —
- October 7, 2026
- —
- October 8, 2026
- —
- October 9, 2026
- 0
- October 10, 2026
- 120
Largest measured day in the last 30 days: 120 · October 10, 2026. Days with data: 2.
Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 11, 2026, 03:34 UTC. Sources and measurement limits →
Three GitHub discoveries in each edition
What they do, why they are gaining interest, and what to check before using them.
Editions at 10:00, 16:00, 22:00 MSK.
Numbers
- Total stars
- 120
- Today
- +3 stars measured 2026-10-11, 02:45–03:25 UTC, ≈ 92 by evening
- Forks
- 11
- Issues and pull requests
- 12
- Watchers
- 0
- Language
- Python
- License
- Apache-2.0
- Latest release
- v0.8.0 · October 11, 2026
- Created
- October 9, 2026
- Last push
- October 11, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- October 11, 2026Top new repositories this week: #192
README badge
Paste it into your README — the badge shows the current magnitude and links to this page.
[](https://gitnova.dev/en/r/NandhaKishorM/vegaml)