2 Commits

Author	SHA1	Message	Date
Sienna Meridian Satterwhite	039df0757d	feat: complete ensemble integration and remove legacy model code ... - Remove legacy KNN DDoS replay and scanner model file watcher - Wire ensemble inference into detector check() paths - Update config: remove model_path/k/poll_interval_secs, add observe_only - Add cookie_weight sweep CLI command for hyperparameter exploration - Update training pipeline: batch iterator, weight export improvements - Retrain ensemble weights (scanner 99.73%, DDoS 99.99% val accuracy) - Add unified audit log module - Update dataset parsers with copyright headers and minor fixes Signed-off-by: Sienna Meridian Satterwhite <sienna@sunbeam.pt>	2026-03-10 23:38:22 +00:00
Sienna Meridian Satterwhite	067d822244	feat(training): add burn MLP and CART tree trainers with weight export ... Behind the `training` feature flag (burn 0.20 + ndarray + autodiff). Trains a single-hidden-layer MLP with Adam optimizer and weighted BCE loss, plus a CART decision tree using Gini impurity. Exports trained weights as Rust const arrays that compile directly into the binary. Signed-off-by: Sienna Meridian Satterwhite <sienna@sunbeam.pt>	2026-03-10 23:38:21 +00:00