PROJECT / 004
MarketRegime
Financial Market Regime Detection
ILLUSTRATIVE / SYNTHETIC
01 / Overview
A study of how statistical representations can describe shifts in market behavior over time.
02 / Problem
Regimes should be interpretable and stable enough to be evaluated rather than merely visually compelling clusters.
03 / Approach
Candidate unsupervised and statistical approaches are compared through their assumptions, stability, and explanatory value.
04 / Technical stack
Python · Pandas · NumPy · scikit-learn · statsmodels
05 / Visualization
Illustrative visualization only. It communicates the project direction rather than a completed experimental result.
06 / Future development
Planned checks include robustness across windows and out-of-sample behavior without making predictive claims prematurely.