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  • Milan, Italy

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carls31/README.md

Hi there 👋

My name is Lorenzo and I'm a Geoinformatics Engineering student interested in Machine Learning algorithms for Earth Observation.

carls31

Connect with me:

https://www.linkedin.com/in/lorenzo-carlassara/

My projects:

Be sure to check out my pinned projects below!

  • mfbo-method is an efficient method for reducing uncertainty using multi fidelity and Bayesian optimization with a general overview of possible acquisition functions (rewritten for Torch Functional API).
  • eo-fire-mapping assess burn severity indexes for fire mapping using multispectral satellite imagery.
  • se4geo-lab iAPP4P - Development of an interactive APPlication for Air Pollution monitoring .
  • multiclass-logistic-regression-model for Cardiovascular Heart Disease Prediction.

Languages and Tools:

python pytorch botorch tensorflow keras git linux docker

carls31

 carls31

Pinned

  1. earth-observation-for-fire-mapping earth-observation-for-fire-mapping Public

    Earth Observation Project

    Jupyter Notebook 1

  2. mfbo-method mfbo-method Public

    Multi-Fidelity Bayesian Optimization Method & Tutorial

    Jupyter Notebook

  3. multiclass-logistic-regression-model multiclass-logistic-regression-model Public

    Multiclass Logistic Regression Model for Cardiovascular Heart Disease Prediction

    R 1

  4. software-engineering-for-geoiformatics-assignment software-engineering-for-geoiformatics-assignment Public

    iAPP4P - Development of an interactive APPlication for Air Pollution monitoring

    Jupyter Notebook 1 2

  5. gee-hydrology gee-hydrology Public

    Introduction to Google Earth Engine for Advanced Geospatial Analysis

    Jupyter Notebook 1

  6. MatteoGobbiF/gis-lab-website MatteoGobbiF/gis-lab-website Public

    Landslide Susceptibility Map

    JavaScript 2 1