GitNova

GitHub seismograph — discoveries and growing interest

jwang771/3d-world-simulator

Science & researchPython
Total stars
167
Today
+3since 09:50 UTC
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About the project

Research project on 3D world simulation: a hybrid particle-voxel autoencoder plus a latent dynamics model for robotics tasks (cloth, rope, plug insertion, etc.). Python training code; data and checkpoints are promised later.

Useful for
  • Train the VAE for a specific robotics task via scripts/train_vae.py
  • Precompute dataset latents with export_latents.py to speed up dynamics training
  • Train the latent dynamics model with an autoregressive schedule via train_dynamics.py

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

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

Star growth looks organic. Data as of November 4, 2026, 10:53 UTC.

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

Stars per day

050100November 2, 2026November 4, 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 2026-11-04 (UTC), 09:50–10:39: 164 → 167 stars (+3). This is the change over that interval.
  • Estimated end-of-day forecast: about +28 stars, using observed gains and the previous day.
  • The repository is 2 days old and already has 167 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 12 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 28, 2026
—
October 29, 2026
—
October 30, 2026
—
October 31, 2026
—
November 1, 2026
—
November 2, 2026
83
November 3, 2026
77

Largest measured day in the last 30 days: 83 · November 2, 2026. Days with data: 2.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: November 4, 2026, 10:52 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
167
Today
+3 stars measured 2026-11-04, 09:50–10:39 UTC, ≈ 28 by evening
Forks
14
Issues and pull requests
2
Watchers
3
Language
Python
Created
November 2, 2026
Last push
November 2, 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: 4.6
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