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victosdur/README.md

Hi! Welcome to Víctor Toscano Durán github profile! 👋

About me

  • 👨‍🎓 Statistician specialized in Artificial Intelligence
  • 🔭 I am currently working on creating artificial intelligence tools for health data, and on sustainable artificial intelligence.

🧠 Research areas of interest

  • Machine Learning and Deep Learning
  • Data analysis and visualization
  • Topological Data Analysis (TDA)
  • Explainable AI (XAI)
  • Analysis of medical images
  • Molecular Machine Learning

🚀 Tools

  • Python (NumPy, Pandas, Matplotlib, Seaborn, Plotly, Sklearn, Keras, TensorFlow, Pytorch, ultralytics, gudhi)
  • R (Tidyverse, Tidymodels, Caret, Ggplot, Shiny)
  • SQL
  • Git
  • Excel
  • SPSS

🌐 Connect with me

Pinned Loading

  1. victosdur.github.io victosdur.github.io Public

    JavaScript

  2. Function_Approximation_Using_BNN_and_LWPE Function_Approximation_Using_BNN_and_LWPE Public

    This repository contains the experiments for develop barycentric neural network for high dimensions.

    Jupyter Notebook

  3. ECTforMoleculeMachineLearningTask ECTforMoleculeMachineLearningTask Public

    This repository contains the experiments of applying Euler CharacteristicTransform (ECT) to molecule learning task, as well as their comparison with baseline methods (GNNs, fingerprints) for a pile…

    Jupyter Notebook

  4. Cimagroup/Experiments-SurveyGreenAI Cimagroup/Experiments-SurveyGreenAI Public

    Jupyter Notebook

  5. Cimagroup/Topological-Features-and-Explainable-Safety-Regions Cimagroup/Topological-Features-and-Explainable-Safety-Regions Public

    This repository contains the experiments developed during the research stay of Victor Toscano Durán in the CNR in October 2024, and for the paper submitted and accepted to XAI-2025 named "Safe and …

    Jupyter Notebook

  6. Bachelor_Thesis_Analysis Bachelor_Thesis_Analysis Public

    This repository contains the data, analysis, and slides perform for the Statistics bachelor thesis "Indicadores estadísticos asociados a la encuesta de condiciones de vida".

    R