ReactiveCat 

Time-series cross-validation without lookahead bias. Walk-forward fold generation (anchored and rolling) with configurable embargo, warmup, and consistency metrics.

Gradient-free population-based optimization — Genetic Algorithm, CMA-ES with BIPOP restart, and Differential Evolution with jDE — behind a single IPopulationOptimizer interface.