GitNova

GitHub seismograph — discoveries and growing interest

apple-aiml-research/ml-halo

Hardware, IoT & roboticsPython
Total stars
303
Today
+17since 00:26 UTC
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HALO: Perceptive Humanoid Motion from Simulation

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About the project

Code for the HALO paper: a pipeline that generates synthetic data, trains a motion generator and a G1 humanoid tracking policy, and deploys them in simulation or on the real robot. It targets robotics researchers working on perceptive humanoid locomotion.

Useful for
  • Generate synthetic training data with Infinigen scenes and Isaac/MuJoCo rendering
  • Train the G1 motion-tracking policy in Isaac Lab across three phases
  • Run closed-loop control in MuJoCo or on the real G1 robot

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

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

Star growth looks organic. Data as of November 10, 2026, 06:13 UTC.

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

Stars per day

050100November 5, 2026November 10, 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 2026-11-10 (UTC), 00:26–06:04: 286 → 303 stars (+17). 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 5 days old and already has 303 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Recent forks include notable developers: @OlivierLaflamme (763 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
November 3, 2026
—
November 4, 2026
—
November 5, 2026
93
November 6, 2026
40
November 7, 2026
27
November 8, 2026
68
November 9, 2026
55

Largest measured day in the last 30 days: 93 · November 5, 2026. Days with data: 5.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: November 10, 2026, 06:12 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
303
Today
+17 stars measured 2026-11-10, 00:26–06:04 UTC, ≈ 60 by evening
Forks
24
Issues and pull requests
0
Watchers
0
Language
Python
Created
November 5, 2026
Last push
November 5, 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
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GitNova: 4.2
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