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    55 repositories

    • PyBNesian

      Public
      PyBNesian is a Python package that implements Bayesian networks.
      C++
      •
      MIT License
      •12•0•0•0•Updated Sep 10, 2024Sep 10, 2024

    • EDAspy

      Public
      Estimation of Distribution algorithms Python package
      Jupyter Notebook
      •
      MIT License
      •9•0•0•0•Updated Jul 19, 2024Jul 19, 2024

    • dbnR

      Public
      Gaussian dynamic Bayesian networks structure learning and inference based on the bnlearn package
      R
      •
      GNU General Public License v3.0
      •12•0•0•0•Updated Jun 20, 2024Jun 20, 2024

    • Multi-CTBNCs

      Public
      Tool for learning and applying multi-dimensional continuous-time Bayesian network classifiers.
      Java
      •
      MIT License
      •2•0•0•0•Updated Jan 11, 2024Jan 11, 2024

    • Class-DBN

      Public
      Experimental implementation of a hybrid model between several classifier models and a DBN model. The classifier will perform classification tasks while the DBN forecasts the state vector.
      R
      •
      MIT License
      •1•0•0•0•Updated Apr 8, 2023Apr 8, 2023

    • SPEDA

      Public
      Semi-parametric Estimation of Distribution algorithm
      Python
      •1•0•0•0•Updated Nov 3, 2022Nov 3, 2022

    • mtDBN

      Public
      Experimental implementation of model tree dynamic Bayesian networks, mtDBN in short
      R
      •
      MIT License
      •1•0•0•0•Updated Aug 24, 2022Aug 24, 2022

    • EDA_QAOA

      Public
      VQAs ansatz parameter optimization with EDAs
      Python
      •1•0•0•0•Updated Aug 1, 2022Aug 1, 2022

    • HFCM

      Public
      High-order fuzzy cognitive maps for multivariate data forecasting in Python 3.8.
      Python
      •
      MIT License
      •9•0•0•0•Updated Jun 14, 2022Jun 14, 2022

    • kTsnn

      Public
      Implementation in Keras of time delay neural network (TDNN), convolutional recurrent neural networks (CRNN) and long short-term memory networks (LSTM) for short and long-term forecasting of time series.
      Python
      •
      MIT License
      •2•0•0•0•Updated Jun 9, 2022Jun 9, 2022

    • HSPBN-Experiments

      Public
      Python
      •2•0•0•0•Updated Jan 31, 2022Jan 31, 2022

    • parkinson-subtypes

      Public
      Scientific Reports - Identifying Parkinson's disease subtypes with motor and non-motor symptoms via model-based multi-partition clustering
      Java
      •
      Apache License 2.0
      •1•0•0•0•Updated Dec 9, 2021Dec 9, 2021

    • incremental-latent-forests

      Public
      IEEE Access - Incremental learning of latent forests
      Java
      •1•0•0•0•Updated Dec 9, 2021Dec 9, 2021

    • GLSL

      Public
      Java
      •1•0•0•0•Updated Nov 2, 2021Nov 2, 2021

    • natPSOHO

      Public
      Natural Encoding Particle Swarm Optimization Higher-Order Dynamic Bayesian Network Structure Learning in R
      R
      •
      MIT License
      •1•0•0•0•Updated Oct 6, 2021Oct 6, 2021

    • SPBN-Experiments

      Public
      This repository contains the experiments for "Semiparametric Bayesian Networks."
      Python
      •2•0•0•0•Updated Sep 1, 2021Sep 1, 2021

    • QIEDA

      Public
      Quantum-inspired Estimation of Distribution Algorithm (QIEDA) to solve the Traveling Salesman Problem. Presented in IEEE Congress on Evolutionary Computation
      Python
      •2•0•0•0•Updated Aug 23, 2021Aug 23, 2021

    • TS_Transformation_FS

      Public
      Time Series Transformations Feature Selection with Estimation of Distribution Algorithms
      Jupyter Notebook
      •1•0•0•0•Updated Dec 3, 2020Dec 3, 2020

    • ggmsim

      Public
      Experiments for simulation of covariance and concentration graph matrices
      R
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Sep 11, 2020Sep 11, 2020

    • gmat

      Public
      R package for graphically constrained correlation matrices
      R
      •
      GNU General Public License v3.0
      •3•0•0•0•Updated Aug 29, 2020Aug 29, 2020

    • species-compare-electro-morpho

      Public
      R
      •0•0•0•0•Updated Jul 31, 2020Jul 31, 2020

    • rcor

      Public
      Experiments for uniform simulation of correlation matrices
      R
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Jun 11, 2020Jun 11, 2020

    • species-compare-synapses

      Public
      0•0•0•0•Updated Jun 5, 2020Jun 5, 2020

    • covchol

      Public
      R
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated May 26, 2020May 26, 2020

    • chol-inv

      Public
      Exploring the inverse Cholesky factor
      R
      •1•0•0•0•Updated Apr 29, 2020Apr 29, 2020

    • species-compare-morpho

      Public
      Bayesian networks for inter-species comparison
      0•0•0•0•Updated Apr 28, 2020Apr 28, 2020

    • MBCTree

      Public
      An MBCTree is a classification tree with multi-dimensional Bayesian network classifiers in the leaves
      bayesian-networkmulti-label-classificationmulti-dimensional-classification
      R
      •
      GNU General Public License v3.0
      •2•2•0•0•Updated Mar 15, 2020Mar 15, 2020

    • KDE-AMD

      Public
      Kernel Density Estimation - Anomaly Movement Detector
      Python
      •
      MIT License
      •1•0•0•0•Updated Sep 10, 2019Sep 10, 2019

    • gardenr

      Public
      Easily access the gardener's classification labels for interneurons
      R
      •0•0•4•0•Updated Sep 5, 2019Sep 5, 2019

    • neurostrplus

      Public
      Computes neuronal morphometrics
      R
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Dec 6, 2018Dec 6, 2018