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Signal Analysis Toolkit

Python toolkit for time-series analysis of asset and sensor signals — volatility profiling, cross-correlations, and response analysis under external events.

Features

  • Volatility Estimation: Historical, rolling, and EWMA volatility
  • Correlation Analysis: Cross-signal correlation matrices and heatmaps
  • Event Response Model: Signal response to external macro events

Stack

Python · NumPy · SciPy · Pandas · Matplotlib

Install

pip install -r requirements.txt

Applications

Applicable to financial time-series and sensor data streams in robotics and embedded systems contexts.

About

Python toolkit for time-series analysis of asset signals - volatility, cross-correlations, and macro event response. Applicable to sensor data streams.

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