Extension of the state-of-the-art causal discovery method PCMCI augmented with a feature-selection method based on Transfer Entropy. The algorithm, starting from a prefixed set of variables, ...

Social activities are likely to cause effects or reactivity in the brains of the people involved in collaborative social situations. This study assesses a new method, Tigramite, for time domain ...

Code repository for PCMCI-Ω algorithm from NeurIPS'23 paper on causal discovery in semi-stationary time series.

Abstract: Wildfire is an important process that affects nature environment and living organisms. In this study, we applied a causal network discovery method called PCMCI which performs in a PC ...