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C++ Implementation of entropy measures

CMake 3.41% C++ 72.91% MATLAB 10.89% Python 7.56% C 0.02% Makefile 5.22%
entropy measure entropy-measures mutual-information conditional-mutual-information iterative-scaling morphological-computation morphological-intelligence

entropy's Introduction

Entropy++

C++ Implementation of entropy measures

Sparse matrix implementations are available.

More information will follow soon.

Entropy

A detailed description will follow soon.

Mutual Information

A detailed description will follow soon.

Predictive Information

A detailed description will follow soon.

Morphological computation

MC_W and MC_MI are available and more information about these measures can be found in

Evaluating Morphological Computation in Muscle and DC-motor Driven Models of Human Hopping, by Keyan Ghazi-Zahedi, Daniel F.B. Haeufle, Guido Montufar, Syn Schmitt, and Nihat Ay, Front. Robot. AI, 2016, PDF

The file examples/hopping/mc.cpp contains the calculations that lead to the results discussed in the paper above.

The files and data used in that publication can also be found in the directory matlab. Running the script analyse_hopping_data will produce the results found in the publication.

Authors

Iterative Scaling Algorithms were implemented by Carlotta Langer

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