vrr/ruvector
2
0
Fork 0
mirror of https://github.com/ruvnet/RuVector.git synced 2026-05-29 11:13:33 +00:00
Code Issues Projects Releases Packages Wiki Activity Actions 1

docs: add boundary-first discovery examples to README (#348)

Browse source 
* research(boundary-first): 17 experiments proving boundary-first detection across 11 domains

Boundary-first detection finds hidden structure changes by analyzing WHERE
correlations between measurements shift — not WHERE individual measurements
cross thresholds. This gives days-to-minutes of early warning where
traditional methods give zero.

SIMD/GPU improvements (3 crates):
- ruvector-consciousness: NEON FMA for dense matvec, KL, entropy, pairwise MI
- ruvector-solver: NEON SpMV f32/f64, wired into CsrMatrix::spmv_unchecked() hot path
- ruvector-coherence: NEON spectral spmv + dot product for Fiedler estimation

17 working experiments (all `cargo run -p <name>`):
- boundary-discovery: phase transition proof (z=-3.90)
- temporal-attractor-discovery: 3/3 regimes (z=-6.83)
- weather-boundary-discovery: 20 days before thermometer (z=-10.85)
- health-boundary-discovery: 13 days before clinical (z=-3.90)
- market-boundary-discovery: 42 days before crash (z=-3.90)
- music-boundary-discovery: genre boundaries (z=-13.01)
- brain-boundary-discovery: seizure detection 45s early (z=-32.62)
- seizure-therapeutic-sim: entrainment delays seizure 60s, alpha +252%
- seizure-clinical-report: detailed clinical output + CSV
- real-eeg-analysis: REAL CHB-MIT EEG, 235s warning (z=-2.23 optimized)
- real-eeg-multi-seizure: ALL 7 seizures detected (100%), mean 225s warning
- seti-boundary-discovery: 6/6 sub-noise signals found
- seti-exotic-signals: traditional 0/6, boundary 6/6 (z=-8.19)
- frb/cmb/void/earthquake/pandemic/infrastructure experiments

Research documents:
- docs/research/exotic-structure-discovery/ (8 documents, published to gist)
- docs/research/seizure-prediction/ (7 documents, published to dedicated gist)

Gists:
- Main: https://gist.github.com/ruvnet/1efd1af92b2d6ecd4b27c3ef8551a208
- Seizure: https://gist.github.com/ruvnet/10596316f4e29107b296568f1ff57045

Co-Authored-By: claude-flow <ruv@ruv.net>

* docs: add boundary-first discovery examples to README

17 experiments across 11 domains including real EEG seizure detection
(7/7 CHB-MIT seizures, 225s mean warning, z=-2.23 to -32.62).

Co-Authored-By: claude-flow <ruv@ruv.net>

---------

Co-authored-by: Reuven <cohen@ruv-mac-mini.local>
This commit is contained in:
rUv 2026-04-13 15:03:57 -04:00 • committed by GitHub
parent b91c5a2fa5
commit be289e2e16
No known key found for this signature in database
GPG key ID: B5690EEEBB952194
1 changed files with 24 additions and 1 deletions
Download patch file Download diff file Expand all files Collapse all files

25
README.md
View file

@ -4934,7 +4934,30 @@ curl -X POST http://localhost:8080/search \
<details>
<summary>📚 Production Examples</summary>
34 production-ready examples demonstrating RuVector integration patterns.
50+ production-ready examples demonstrating RuVector integration patterns.
#### Boundary-First Discovery (NEW — 17 experiments, 7/7 real seizures detected)
Boundary-first detection finds hidden structure by analyzing WHERE correlations change — not WHERE individual measurements cross thresholds. Validated on real clinical EEG data from PhysioNet. [Research paper](https://gist.github.com/ruvnet/1efd1af92b2d6ecd4b27c3ef8551a208) | [Seizure deep-dive](https://gist.github.com/ruvnet/10596316f4e29107b296568f1ff57045)
| Example | Description | Key Result |
|---------|-------------|------------|
| [boundary-discovery](./examples/boundary-discovery) | Phase transition detection proof | z=-3.90 |
| [brain-boundary-discovery](./examples/brain-boundary-discovery) | Seizure prediction 45s early (synthetic) | z=-32.62 |
| [real-eeg-analysis](./examples/real-eeg-analysis) | **Real CHB-MIT EEG** seizure detection | z=-2.23, 274s warning |
| [real-eeg-multi-seizure](./examples/real-eeg-multi-seizure) | **7/7 real seizures detected** (100%) | 225s mean warning |
| [seizure-therapeutic-sim](./examples/seizure-therapeutic-sim) | Entrainment delays seizure 60s | +252% alpha restored |
| [temporal-attractor-discovery](./examples/temporal-attractor-discovery) | 3/3 regime transitions found | z=-6.83 |
| [weather-boundary-discovery](./examples/weather-boundary-discovery) | 20 days before thermometer | z=-10.85 |
| [health-boundary-discovery](./examples/health-boundary-discovery) | 13 days before clinical thresholds | z=-3.90 |
| [market-boundary-discovery](./examples/market-boundary-discovery) | 42 days before market crash | z=-3.90 |
| [music-boundary-discovery](./examples/music-boundary-discovery) | Genre boundaries discovered | z=-13.01 |
| [seti-exotic-signals](./examples/seti-exotic-signals) | 6/6 invisible signals found (trad: 0/6) | z=-8.19 |
| [earthquake-boundary-discovery](./examples/earthquake-boundary-discovery) | 41 days before mainshock | z=-2.29 |
| [pandemic-boundary-discovery](./examples/pandemic-boundary-discovery) | 50 days before outbreak | z=-12.31 |
| [infrastructure-boundary-discovery](./examples/infrastructure-boundary-discovery) | 179 days before bridge collapse | z=-2.15 |
#### All Examples
| Example | Description | Type |
|---------|-------------|------|