Information-Theoretic Causal Inference on Event Sequences
Pycute is a infromation-theoretic causal inference method for event sequences based on Granger-causality.
Pycute Module Installation
The recommended way to install the
pycute module is to simply use
$ pip install pycute
Pycute officially supports Python >= 3.6.
How to use pycute?
>>> X =  * 1000 >>> Y = [-1] * 1000 >>> from pycute import cute, tent, simulations >>> cute.cute(X, Y) # CUTE (0.0, 0.0) >>> tent.tent(X, Y) # TENT (0.0, 0.0) >>> simulations.simulate_decision_rate_against_data_type('/results/dir/') # for decision rate vs causal relationship type plots ...
How to cite the paper?
Todo: Add the citation to thesis.
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