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vrettasm/README.md

Hi there 👋, I am Michalis from 🇬🇷

🚀 About Me

I am an information engineer by training with a PhD in computer science and a diverse computational background, with over fifteen years of post doctoral scientific research experience in various domains, such as: machine learning, data assimilation, stochastic processes, optimization algorithms, climate modelling, single molecule microscopy image analysis and computational molecular biology.

  • 💻 I am currently a scientific researcher at ICAR-CNR ( 🇮🇹 ), working on optimization algorithms, machine learning, and in a broader sense, artificial intelligence problems.

  • 📝 You can find my research articles on my website.

  • 🌟 The PyGenAlgo v2.0 code is now available with better support for multi-objective optimization problems!

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  1. PyGeneticAlgorithms PyGeneticAlgorithms Public

    This repository implements a genetic algorithm (GA) in Python3 programming language, using only Numpy and Joblib as additional libraries.

    Python 5 2

  2. PyStarPSO PyStarPSO Public

    StarPSO implements a variety of PSO algorithms that can be used on problems with different data types.

    Python 1

  3. VGPA VGPA Public

    Variational Gaussian Process Approximation. This project contains a python3 implementation of the original VGPA algorithm for approximate inference in SDEs.

    Python 5 1

  4. MetalHawk MetalHawk Public

    A machine learning-based approach for classifying metal site geometry.

    Python 4 1

  5. HydroModel HydroModel Public

    Hydrological Model (Berkeley). This project implements the underground (stochastic) hydrological model (in Python) that was developed during my postdoctoral tenure at the Dept. of Earth & Planetary…

    Python 5

  6. MeanFieldVarGP MeanFieldVarGP Public

    Mean field variational Gaussian process algorithm. This repository contains a python3 implementation of the variational mean field algorithm as described in the paper: Physical Review E. vol. 91, 2…

    Python 2 1