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GiorgioMorales/README.md

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Hi there 👋

I am a PhD student in computer science at Montana State University and a current member of the Numerical Intelligent Systems Laboratory (NISL). I hold a BS in mechatronic engineering from the National University of Engineering, Peru, and an MS in computer science from Montana State University, USA. My research interests are Deep Learning, Explainable Machine Learning, Automated Machine Learning, Computer Vision, and Precision Agriculture.

  • 🔭 I’m currently working on the On-Field Precision Experiment project.
  • 🌱 I’m currently learning about Symbolic Regression and Bayesian Optimization.
  • 😄 Pronouns: He/him/his.
  • ⚡ Fun fact: Birds are real.

Pinned Loading

  1. NISL-MSU/MultiSetSR NISL-MSU/MultiSetSR Public

    Symbolic Regression with Univariate Skeleton Prediction in Multivariate Systems Using Transformers

    Python

  2. NISL-MSU/PredictionIntervals NISL-MSU/PredictionIntervals Public

    DualAQD: Dual Accuracy-quality-driven Prediction Intervals

    Jupyter Notebook 10

  3. NISL-MSU/HSI-BandSelection NISL-MSU/HSI-BandSelection Public

    Developing Low-Cost Multispectral Imagers using Inter-Band Redundancy Analysis and Greedy Spectral Selection in Hyperspectral Imaging.

    Jupyter Notebook 52 13

  4. NISL-MSU/ResponsivityAnalysis NISL-MSU/ResponsivityAnalysis Public

    Counterfactual explanations for the identification of the features with the highest relevance on the shape of response curves generated by neural network black boxes

    Python 1 1

  5. NISL-MSU/ManagementZonesCFE NISL-MSU/ManagementZonesCFE Public

    Counterfactual Analysis of Neural Networks Used to Create Fertilizer Management Zones

    Python

  6. SolarRadiometer SolarRadiometer Public

    Low-Cost Solar Radiometer Implementation

    C++ 1