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Python package automatizing the following tasks: (1) create directories, (2) select self-explainatory filenames, (3) save data on the first function call and (4) load previously computed results from disk to avoid redundant computation.

Django mini proyecto sin wagtail

Querier is a simple library to extract data from MongoDB databases, wrapping pymongo.

Python package for calculating various information measures, including entropy, mutual information, transfer entropy, and more, with support for both discrete and continuous variables.

Source code that was used to generate results for the manuscript "Exploiting oscillatory dynamics of delay systems for reservoir computing" by Mirko Goldmann (1), Ingo Fischer (1), Claudio R. Mirasso (1) and Miguel C. Soriano(1) (1) Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC, UIB-CSIC), Campus Universitat de les Illes, Balears E-07122, Palma de Mallorca, Spain

Code to train a delayed Echo State Network to infer unseen dynamics of a Laser with delayed feedback

Python package to reconstruct and analyse delay functional networks from time series. It provides tools for data preparation and detrending, multiple connectivity measures (e.g. Granger causality, transfer entropy, correlations), optimal-lag network reconstruction, and network analysis.