5f7db7d8d8
Replaces rsv36-rsv47 placeholders with the SP3 Mech 5 diagnostic slot names. Both name table sites (halt_nan + halt_grad_collapse) updated identically per shared-contract migration principle (feedback_no_partial_refactor). Slot names mirror the audit doc table: - 36-39: Adam m max-abs (trunk/value/branch/IQN) - 40-43: Adam v max-abs (trunk/value/branch/IQN) - 44-45: Weight max-abs (trunk/heads) - 46: target_q post-clip - 47: atom_span_max When the fused kernel sets a slot bit, the readback log line names the buffer that exceeded its ISV-derived threshold — providing direct observability for SP3 mechanism effectiveness.
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;