This code contains an implementation of the test for local independence presented in the paper Local Independence Testing for Point Processes.

The main class is the LIPP() class in src/lci_test.py.

• In example_lci_test.py, we demonstrate how to concretely test a hypothesis and run the ECA structure learning algorithm.
• In structure_learning_turtle_data.py, we run the structure learning algorithms on the turtle neuron firing data described in the paper. The results are analyzed in analysis_turtle_data/analysis.py.