RMuravev/RoboMMM-TCN: RoboMMM-TCN v1.0.0

RoboMMM-TCN v1.0.0

First public release of the software complex for robust optimization and factor analysis of hierarchical marketing budgets.

Features

• StableTweedieLoss with log-space numerical stability
• AdaptiveMonotonicLoss with Sobolev-space Lagrangian penalties
• Temporal Convolutional Network (TCN) with causal dilated convolutions
• Temporal-Adstock SHAP with causal DAG constraints
• MaternHill GP kernel for Bayesian surrogate optimization
• ZBB Budget Coordinator with subgradient dual decomposition