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gdefe/README.md

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Hi there 👋

  • 🙋‍♂️ I'm Giovanni De Felice
  • 🔬 I'm a postdoctoral researcher at USI Università della Svizzera Italiana 🇨🇭
  • 📈🚦 My research focuses on machine learning for time series and concept-based interpretability

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  1. pyc-team/pytorch_concepts pyc-team/pytorch_concepts Public

    PyC (Pytorch Concepts) is a PyTorch-based library for designing concept-based interpretable deep learning models.

    Python 158 22

  2. causally-reliable-cbm causally-reliable-cbm Public

    Official repository for the paper "Causally reliable Concept Bottleneck Models" (NeurIPS 2025)

    Python 15 2

  3. ggnet-virtual-sensing ggnet-virtual-sensing Public

    Official repository for the paper "Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations" (ICLR 2024)

    Python 7 2

  4. nvark-kernel nvark-kernel Public

    Official repository for the paper "Time Series Kernels based on Nonlinear Vector AutoRegressive Delay Embeddings" (NeurIPS 2023)

    Python 5 2