dynsight.analysis

analysis package.

Functions

compute_entropy_gain	Compute the relative information gained by the clustering.
compute_entropy_gain_multi	Compute the relative information gained by the clustering.
compute_kl_entropy	Estimate Shannon differential entropy using Kozachenko-Leonenko.
compute_kl_entropy_multi	Estimate Shannon differential entropy using Kozachenko-Leonenko.
compute_negentropy	Estimate negentropy of a dataset.
compute_rdf	Radial Distribution Function between two types of particles.
compute_shannon	Compute the Shannon entropy of a univariate data distribution.
compute_shannon_multi	Compute the Shannon entropy of a multivariate data distribution.
cross_time_correlation	Computes the mean cross time correlation function for time-series.
info_gain	Compute the information gained by the clustering.
sample_entropy	Computes the Sample Entropy of a single time-series.
self_time_correlation	Computes the mean self time correlation function for time-series.
shannon	Compute the Shannon entropy of a data distribution.
spatialaverage	Compute spatially averaged descriptor values over neighboring particles.
two_nn_estimator	Computes the intrinsic dimension with Two-NN estimator.