GitNova

GitHub seismograph — discoveries and growing interest

chenglou/handwired

Language modelsTypeScript
Total stars
137
Today · UTC
+42since 06:44 UTC
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Turn your regular JavaScript code into a neural net.

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About the project

Turns regular JavaScript code into a differentiable neural net: if-else, loops and state are compiled into matrix multiplications and ReLU with no training. Runs on JS or WebGPU.

Useful for
  • Compile existing JS code into a differentiable form to train its weights
  • Speed up search over 100k JSON documents using GPU parallelism
  • Attach a frozen program to a neural net and train them end-to-end

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 15, 2026, 07:41 UTC.

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

Stars per day

02550October 15, 2026October 15, 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 2026-10-15 (UTC), 06:44–07:40: 95 → 137 stars (+42). This is the change over that interval.
  • Estimated end-of-day forecast: about +71 stars, using observed gains and the previous day.
  • The repository is 0 days old and already has 137 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #138.
  • About 39 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 8, 2026
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October 9, 2026
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October 10, 2026
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October 11, 2026
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October 12, 2026
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October 13, 2026
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October 14, 2026
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Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 15, 2026, 07:41 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
137
Today
+42 stars measured 2026-10-15, 06:44–07:40 UTC, ≈ 70 by evening
Forks
8
Issues and pull requests
0
Watchers
0
Language
TypeScript
License
MIT
Created
October 15, 2026
Last push
October 15, 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
README badge

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

GitNova: 5.1
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