Giulio Colombini's repositories

HopfieldNetwork

Parallel implementation of the Stochastic Hopfield Model in Python and Numpy, using Multiprocessing.

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LZ78

Attempt at a module containing the tools to estimate a stochastic source's entropy rate from (sufficiently long) samples. The procedure fundamentally relies on the Lempel-Ziv 78 lossless compression algorithm.

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Hopfieldcpp

Hopfield Network class in C++, with parallel features using openmp.

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logistic_map

Tiny C++ program that displays the orbit diagram for the logistic map. The diagram is obtained by plotting the stationary state for an array of values of r, once transients have decayed. Graphics is provided by the matplotlibcpp.h header-only library.

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pstools

Very simple header for the manipulation of Phase Space orbits of 2-dimensional dynamical systems. Thought for working with numerical integrators.

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pyradar5

Python wrapper for the RADAR5 DDE integrator

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simplified-covid-model

Simple distributed delay COVID-19 epidemiological model.

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trajectory-forecast

Cyclist trajectory forecast project for the Applied Machine Learning PhD exam.

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