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Granger Components Analysis

Project type

Research project + algorithm

Reading material

Discovering the structure in time series datasets is a fundamental endeavor of data science and particularly forecasting applications. I have developed an unsupervised learning technique that employs the notion of Granger causality to blindly learn pairs of signals with strong temporal dependencies.

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