GitNova

GitHub seismograph — discoveries and growing interest

CuboiLeo/SuperMimic-Reproduced

Science & researchPython
Total stars
124
Today · UTC
+8since 04:47 UTC
Open on GitHub My finds →
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Reproduction of SuperMimic (arXiv:2610.28480): learned differentiable world model + BPTT policy for G1 humanoid motion tracking, on mjlab/MuJoCo Warp

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About the project

From-scratch reproduction of the SuperMimic paper (arXiv:2610.28480): a differentiable world model plus short-horizon BPTT actor-critic for Unitree G1 whole-body motion tracking, built on mjlab/MuJoCo Warp, with data pipeline, training, benchmark and replay viewer.

Useful for
  • Reproduce the Appendix F tracking benchmark on LAFAN1 clips with a trained checkpoint
  • Train a G1 motion-tracking policy on the BONES-SEED dataset using the compact fp16 library
  • Inspect trained policies interactively in the MuJoCo viewer or via viser in a browser

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

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

Star growth looks organic. Data as of October 23, 2026, 06:20 UTC.

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

Stars per day

050100October 21, 2026October 23, 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 2026-10-23 (UTC), 04:47–06:10: 116 → 124 stars (+8). This is the change over that interval.
  • Estimated end-of-day forecast: about +60 stars, using observed gains and the previous day.
  • The repository is 2 days old and already has 124 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #191.
  • About 8 forks a day — people are taking the code.
  • Recent forks include notable developers: @HonglinChu (360 followers).

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 16, 2026
—
October 17, 2026
—
October 18, 2026
—
October 19, 2026
—
October 20, 2026
—
October 21, 2026
40
October 22, 2026
86

Largest measured day in the last 30 days: 86 · October 22, 2026. Days with data: 2.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 23, 2026, 06:20 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
124
Today
+8 stars measured 2026-10-23, 04:47–06:10 UTC, ≈ 60 by evening
Forks
10
Issues and pull requests
1
Watchers
0
Language
Python
License
MIT
Created
October 21, 2026
Last push
October 22, 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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