8000 AndMastro (Andrea Mastropietro) · GitHub
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Enhancing the Present. Crafting the Future.
🧬
Enhancing the Present. Crafting the Future.
19 followers · 12 following
  • University of Bonn
  • Bonn, Germany
  • 00:16 (UTC +02:00)

Achievements

Achievement: Pull Sharkx2Achievement: StarstruckAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: StarstruckAchievement: Arctic Code Vault Contributor

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AndMastro/README.md

Hi, I'm Andrea Mastropietro 👋

Postdoc Researcher in Explainable AI (XAI) for Biomedicine

  • 🧠 My work focuses on deep learning and explainability techniques in bioinformatics and chemoinformatics
  • 📍 Current location: University of Bonn, Germany
  • 🛠️ Main project: EdgeSHAPer – explainability for graph neural networks
  • 🌐 Personal webpage: mastro.me

📊 GitHub Stats

Andrea's GitHub Stats Top Languages

  • 📄 Publications: see my Google Scholar
  • 📫 Contact: if you want to get in touch, send me and email!

Feel free to explore my repositories or get in touch!

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  1. EdgeSHAPer EdgeSHAPer Public

    EdgeSHAPer: Bond-Centric Shapley Value-Based Explanation Method for Graph Neural Networks

    Jupyter Notebook 27 1

  2. NIAPU NIAPU Public

    NIAPU: network-informed adaptive positive-unlabelled learning for disease genes identification

    C 8 3

  3. protein-ligand-GNN protein-ligand-GNN Public

    This repository contains the code for the work on protein-ligand interaction with GNNs and XAI

    Python 35 7

  4. SVERAD SVERAD Public

    Repository containing the code for the exact computation of Shapley Values using SVMs with RBF Kernel.

    Jupyter Notebook 2 1

  5. GiDeCarlo/XGDAG GiDeCarlo/XGDAG Public

    Jupyter Notebook 6 5

  6. EpiDetect EpiDetect Public

    Detection of SNP-SNP epistasis by explaining neural network models.

    Python 1

0