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tradingaisoftware

CyclicalResearch

CyclicalResearch

Proprietary cyclical analysis system for crypto markets that blends Digital Signal Processing, cycle theory and machine learning. It identifies dominant cycles across multiple time horizons, recognizes the current market regime and projects forward scenarios with confidence bands. A pattern-recognition engine matches the live cycle against the market's historical memory to estimate its most likely evolution. All inside an interactive dashboard that makes the cyclical map readable and navigable in real time. Stack: Python, Polars, NumPy/Numba, SciPy, Dash.

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Technologies used

PythonPolarsNumPyNumbaSciPyDashPlotlyCCXT