# OpSafari/hypoarena

> Fully offline workbench for testing components of scientific hypothesis-discovery pipelines: hypothesis/evidence graphs, synthetic literature with planted causal chains, paraphrase dedup, Elo tournaments, and Bayesian evidence accumulation. NumPy core, PyTorch only as an optional trainable-ranker demo.

- Magnitude: 8.0 out of 10 — Early signal
- Stars: 544 total · +470 stars today, ≈ 742 by evening
- Star trust: star growth looks organic
- Category: Science & research · Language: Python · License: MIT · Created: 2026-09-30 · Last push: 2026-09-30
- GitHub: https://github.com/OpSafari/hypoarena · Page: https://gitnova.dev/en/r/OpSafari/hypoarena

## Useful for

- Run the demo pipeline and check whether planted causal chains are recovered
- Measure paraphrase-dedup recall/precision on a synthetic corpus
- Verify that an Elo tournament recovers a planted hypothesis skill order

## Why it’s here

- 470 stars so far today, about 742 expected by the end of the day.
- The repository is 0 days old and already has 544 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #16.
- About 280 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 27
- Issues and pull requests: 15
- Watchers: 0
- Average over the last week: 742 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 0

## Stars per day, last 4 days (oldest → newest, today is partial)

2026-09-27 … 2026-09-30: 0, 0, 74, 470

## Spotted in now

- Top new repositories this week: #16

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-30 10:07 UTC, updated every 30 minutes.