📢 v2.0 🚀
👍🏼 😮 New multivariate methods
Five new multivariate entropy functions incorporating several method-specific variations
Multivariate Sample Entropy
Multivariate Fuzzy Entropy [++ many fuzzy functions]
Multivariate Dispersion Entropy [++ many symbolic sequence transforms]
Multivariate Cosine Similarity Entropy
Multivariate Permutation Entropy [++ amplitude-aware, edge, phase, weighted and modified variants]
👍🏼 🙏🏼 New multivariate multiscale methods
Two new multivariate multiscale entropy functions
Multivariate Multiscale Entropy [++ coarse, modified and generalized graining procedures]
Composite and Refined-composite Multivariate Multiscale Entropy
💪🏼 ⭐ Extra signal processing tools
WindowData() is a new function that allows users to segment data (univariate or multivariate time series) into windows with/without overlapping samples! This allows users to calculate entropy on subsequences of their data to perform analyses with greater time resolution.
⚒️ Other little fixes...
🖊️ Docs edits
Examples in the www.EntropyHub.xyz documentation were updated to match the latest package syntax.