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@Cimagroup

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victosdur77/README.md

Hi! Welcome to Víctor Toscano Durán github profile! 👋

About me

  • 👨‍🎓 Statistician specialized in Artificial Intelligence and currently researching at University of Seville.
  • 🔭 I am currently working on research, focusing on the explainability and reliability of artificial intelligence.
  • 🌱 I’m currently learning how topological data analysis can improve artificial intelligence models.

🧠 Research areas of interest

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

🚀 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. victosdur77.github.io victosdur77.github.io Public

    JavaScript

  2. Cimagroup/Experiments-SurveyGreenAI Cimagroup/Experiments-SurveyGreenAI Public

    Jupyter Notebook

  3. Cimagroup/Application_Representative_Measure_Reliability_DT Cimagroup/Application_Representative_Measure_Reliability_DT Public

    Jupyter Notebook

  4. MLAlgorithms MLAlgorithms Public

    Python

  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 in the CNR in October 2024, and for the pending article submitted to XAI-2025 named "Safe and Efficient Social Navigation…

    Jupyter Notebook