SimTradeML.SimTradeML is the predictive engine of the SimTrade ecosystem, turning financial data into ready‑to‑use machine learning models. It offers a lightweight training platform that outputs .pkl files fully compatible with Ptrade, seamlessly integrating into strategies in SimTradeLab and Ptrade.