Commit ace3f16
feat(risk,procint): add Phase 5 innovative kernels (94 total)
Add 3 new kernels from Phase 5 innovation plan:
Risk Analytics:
- RealTimeCorrelation: Streaming correlation matrix updates using
Welford's online algorithm for incremental mean/variance/covariance.
Supports regime change detection with configurable thresholds.
Process Intelligence:
- NextActivityPrediction: Markov chain and N-gram based prediction
of next activities in process mining. Supports 1st/2nd order Markov
and configurable N-gram context with Laplace smoothing.
- EventLogImputation: Event log quality detection and repair including
missing events, duplicates, timestamp reordering, and incomplete traces.
Builds transition models for gap detection.
All 114 tests pass across risk (52) and procint (62) crates.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>1 parent 22629a6 commit ace3f16
7 files changed
Lines changed: 2504 additions & 13 deletions
File tree
- crates
- rustkernel-procint/src
- rustkernel-risk/src
- docs/src
| Original file line number | Diff line number | Diff line change | |
|---|---|---|---|
| |||
29 | 29 | | |
30 | 30 | | |
31 | 31 | | |
32 | | - | |
| 32 | + | |
33 | 33 | | |
34 | 34 | | |
35 | 35 | | |
36 | | - | |
| 36 | + | |
37 | 37 | | |
38 | 38 | | |
39 | 39 | | |
| |||
94 | 94 | | |
95 | 95 | | |
96 | 96 | | |
97 | | - | |
| 97 | + | |
98 | 98 | | |
99 | 99 | | |
100 | 100 | | |
| |||
0 commit comments