2c469af2f7
Code-quality review of 0426ce888 flagged two Important doc/test items:
1. crates/ml/build.rs lines 859-882 — comment described OLD slot-373
dir-acc-skill mapping; replaced with short description of new
slot-382/381 hold-rate-overrun mapping.
2. crates/ml/tests/sp14_oracle_tests.rs lines 1898-1903 — tautological
`(A || ¬A)` assertion (dead test code); deleted. Preceding assert at
1892-1897 already covers the real check.
No runtime impact — doc + test cleanup only.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
ml
10-model ML ensemble for the Foxhunt HFT system, built on Candle v0.9.1.
Models
- DQN (Rainbow) — deep Q-network with prioritized replay, dueling heads, noisy nets
- PPO — proximal policy optimization with GAE, LSTM policies, clip-higher
- TFT — temporal fusion transformer for multi-horizon forecasting
- Mamba2 — state space model for sequence prediction
- Liquid Networks — biologically inspired networks for non-stationary data
- TLOB — transformer-based limit order book analysis
- KAN — Kolmogorov-Arnold networks
- xLSTM — extended LSTM architecture
- TGGN — temporal graph neural network
- Diffusion — diffusion-based generative model
Key Modules
ensemble— model ensemble coordination and confidence aggregationhyperopt— PSO-based hyperparameter optimization with per-model adapterstrainers— unified training loops (DQN, PPO, supervised)inference—InferenceAdaptertrait for predictioncheckpoint— model checkpointing and restorationevaluation— walk-forward evaluation pipeline
Usage
use ml::dqn::DQN;
use ml::ppo::PpoTrainer;