clelidm

BinaryData_HighOrderInteractions_GreedyAlgo

This algorithm performs a greedy search to find the most relevant patterns of binary data. Uncovered patterns can be of any order.

GenBinDat_wCorr

Generate Binary Data with a chosen values of correlation between the variables

MinCompSpin_BasisSearch128

This program searches for the Best Basis representation for a chosen binary dataset

MinCompSpin_BasisSearch64

This program searches for the Best Basis representation for a chosen binary dataset

MinCompSpin_ExhaustiveSearch

Exhaustive search for the best Minimally Complex spin Model: "community detection" in binary data.

MinCompSpin_Greedy

Greedy search for the best Minimally Complex spin Model: "community detection" in binary data.

MinCompSpin_SimulatedAnnealing

Simulated annealing algorithm for detecting community structure in binary data

ModelSelection_MonteCarlo_SubCompleteSpinModels

This Monte Carlo simulation finds the best sub-complete model with m independent variables in a system of n random variables (with n > m). For this purpose, it travels through the class of equivalence of these models by performing gauge transformations on the dataset and selects the model with the largest maximum log-likelihood.

MultiAgents_v2016

Emergence of property rights in a multi-agent system

SpinModels

Set of basic programs to generate data and fit data with spin models with high order interactions.

clelidm/MinCompSpin_BasisSearch64

This program searches for the Best Basis representation for a chosen binary dataset

clelidm/MinCompSpin_ExhaustiveSearch

Exhaustive search for the best Minimally Complex spin Model: "community detection" in binary data.

clelidm/BinaryData_HighOrderInteractions_GreedyAlgo

This algorithm performs a greedy search to find the most relevant patterns of binary data. Uncovered patterns can be of any order.

clelidm/MinCompSpin_BasisSearch128

This program searches for the Best Basis representation for a chosen binary dataset

clelidm/Spike-GAN

Tensorflow implementation of Spike-GAN.

clelidm/SpinModels

Set of basic programs to generate data and fit data with spin models with high order interactions.

clelidm/GenBinDat_wCorr

Generate Binary Data with a chosen values of correlation between the variables

clelidm/MinCompSpin_Greedy

Greedy search for the best Minimally Complex spin Model: "community detection" in binary data.

clelidm/MinCompSpin_SimulatedAnnealing

Simulated annealing algorithm for detecting community structure in binary data

clelidm/ModelSelection_MonteCarlo_SubCompleteSpinModels

This Monte Carlo simulation finds the best sub-complete model with m independent variables in a system of n random variables (with n > m). For this purpose, it travels through the class of equivalence of these models by performing gauge transformations on the dataset and selects the model with the largest maximum log-likelihood.

clelidm/MultiAgents_v2016

Emergence of property rights in a multi-agent system

clelidm/TCS_course

clelidm/ProgrammingPython-UvA

This repository contains the Python part of the course "Programming in Mathematica and Python"

clelidm/random

random MCMs

clelidm/Theory-of-Complex-Systems-UvA