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cross-mapping

Here are 4 public repositories matching this topic...

JuliaDynamics / Associations.jl

Algorithms for quantifying associations, independence testing and causal inference from data.

entropy time-series julia julia-language network-inference hacktoberfest associations causal-inference mutual-information distance-correlation transfer-entropy conditional-mutual-information causal-graphs independence-testing cross-mapping predictive-asymmetry surrogate-data partial-mutual-information

Updated Nov 22, 2024
Julia

KurtButler / 2023-CCM-paper

Reproducible code for our paper, "On Causal Discovery with Convergent Cross Mapping"

chaos causality gaussian-processes causal-inference attractors state-space-model nonlinear-systems cross-mapping

Updated May 7, 2024
MATLAB

KurtButler / tangentspaces

[NeurIPS 2024] Reproducible code for our article "Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems"

machine-learning dynamical-systems causality tangent-space causal-discovery cross-mapping

Updated Nov 3, 2024
Python

AK-qr / Causality-Analysis-in-futures-prices-dataset

Causality Analysis project

financial-data granger-causality cross-mapping convergent-cross-mapping

Updated Feb 14, 2023
Jupyter Notebook

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