GitNova

GitHub seismograph — discoveries and growing interest

MaxwellCCC/hangzhou-mahjong

Games & graphicsPython
Total stars
105
Today · UTC
+3since 11:39 UTC
Open on GitHub My finds →
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Hangzhou Mahjong training and evaluation framework with public-information Transformers, paired branch reinforcement learning, and the r2600 checkpoint.

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About the project

Training and evaluation framework for a Hangzhou Mahjong agent using public-information Transformers, paired branch reinforcement learning, and the r2600 checkpoint with tournament results.

Useful for
  • Run the simulator and evaluate a custom checkpoint across all four seats
  • Train a policy from scratch with paired branch RL using the provided framework
  • Reproduce the tournament protocol with frozen weights and table-length weighting

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

2.9 Early signal Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 13, 2026, 12:43 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

02550October 10, 2026October 13, 2026

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 2026-10-13 (UTC), 11:39–12:31: 102 → 105 stars (+3). This is the change over that interval.
  • Estimated end-of-day forecast: about +13 stars, using observed gains and the previous day.
  • The repository is 3 days old and already has 105 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #189.

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 6, 2026
—
October 7, 2026
—
October 8, 2026
—
October 9, 2026
—
October 10, 2026
5
October 11, 2026
14
October 12, 2026
41

Largest measured day in the last 30 days: 41 · October 12, 2026. Days with data: 3.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 13, 2026, 12:43 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.

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Numbers

Total stars
105
Today
+3 stars measured 2026-10-13, 11:39–12:31 UTC, ≈ 13 by evening
Forks
4
Issues and pull requests
0
Watchers
5
Language
Python
Created
October 10, 2026
Last push
October 10, 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.

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GitNova: 2.9
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