GitNova

GitHub seismograph — discoveries and growing interest

Robbyant/lingbot-touch

AI agentsPython
Total stars
511
Today
+21since 00:04 UTC
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Learning Heterogeneous Tactile Representation for General Dexterous Manipulation

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About the project

A model for learning heterogeneous tactile representation, unifying signals from different sensor types. It allows transferring tactile experience across different devices and tasks. Scenarios: - Obtain tactile features from diverse sensor data. - Use the pretrained model for robotic manipulation tasks.

Useful for
  • Obtain tactile features from diverse sensor data.
  • Use the pretrained model for robotic manipulation tasks.

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

How to get started

conda create -n lingbot-touch python=3.12.13 pip=26.0.1 -y
conda activate lingbot-touch
python -m pip install "torch==2.11.0" --index-url https://download.pytorch.org/whl/cu130
python -m pip install .
python -m pip check

Copied as is from the “getting started” section of the README. GitNova has not run these commands: check them in the original before running. Full instructions →

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

Star growth looks organic. Data as of November 14, 2026, 10:41 UTC.

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

Stars per day

075150November 9, 2026November 14, 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 2026-11-14 (UTC), 00:04–10:34: 490 → 511 stars (+21). This is the change over that interval.
  • Estimated end-of-day forecast: about +53 stars, using observed gains and the previous day.
  • The repository is 5 days old and already has 511 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #20.

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 7, 2026
—
November 8, 2026
—
November 9, 2026
65
November 10, 2026
104
November 11, 2026
132
November 12, 2026
138
November 13, 2026
67

Largest measured day in the last 30 days: 138 · November 12, 2026. Days with data: 5.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: November 14, 2026, 10:41 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
511
Today
+21 stars measured 2026-11-14, 00:04–10:34 UTC, ≈ 53 by evening
Forks
5
Issues and pull requests
0
Watchers
2
Language
Python
License
Apache-2.0
Created
November 9, 2026
Last push
November 11, 2026

Star trust

Star growth looks organic. The magnitude is lowered, not zeroed:

  • Fewer forks than usual: 5 for 511 stars.

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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Paste it into your README — the badge shows the current magnitude and links to this page.

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