Designing robust models for FX trade sizing and currency positioning
Using historical spot FX rates from 30 currency pairs dating back 16 years, Mesirow Currency’s neural network models address the challenges that traditional machine learning techniques can face when trying to model financial time series.
Brief overview of classic machine learning pipelines
Traditional machine learning pipelines usually consist of four separate steps:
1. Pre-processing | Data is mapped from a