CyclicalResearch

Proprietary cyclical analysis system integrating Digital Signal Processing, classical cycle theory and machine learning. Full pipeline: M1 data ingest from Binance via CCXT, multi-timeframe spectral analysis (MESA/FFT/Goertzel), dominant cycle tracking with adaptive SNR, hierarchical direct/inverse cycle construction, HMM regime detection and forward projection with confidence bands. Interactive Dash/Plotly dashboard for real-time cyclical map navigation. Stack: Python, Polars, NumPy/Numba, SciPy, Dash 4.0.

Technologies used