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FilippoMB/README.md

Hello, I'm Filippo. I do ML for time series and graphs!

Hi there 👋

  • 🧑🏽‍🦱 I'm Filippo Maria Bianchi
  • 🇮🇹 I'm Italian, but I live in Norway 🇳🇴
  • 🎓 I'm an associate professor at UiT the Arctic University of Norway
  • 🔬 I do research in ML for time series and graphs
  • 🌍 I also work on remote sensing applications
  • 🔓 I mostly work with Python, and I try to open-source all my work

📚 Libraries

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👨‍🏫 Courses and tutorials

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📊 Datasets

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💻 Papers' code

Graph Neural Networks

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Time series

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Other

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  1. python-time-series-handbook Public

    Book and material for the course "Time series analysis with Python" (STA-2003)

    Jupyter Notebook 147 30

  2. Time-series-classification-and-clustering-with-Reservoir-Computing Public

    Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!

    Python 386 85

  3. Spectral-Clustering-with-Graph-Neural-Networks-for-Graph-Pooling Public

    Reproduces the results of MinCutPool as presented in the 2020 ICML paper "Spectral Clustering with Graph Neural Networks for Graph Pooling".

    Python 271 51

  4. Ensemble-Conformalized-Quantile-Regression Public

    Valid and adaptive prediction intervals for probabilistic time series forecasting.

    Jupyter Notebook 95 10

  5. Benchmark_dataset_for_graph_classification Public

    Dataset for testing graph classification algorithms, such as Graph Kernels and Graph Neural Networks.

    Python 49 8

  6. Simplifying-Clustering-with-Graph-Neural-Networks Public

    Implementation of "Just Balance GNN" for graph classification and node clustering from the paper "Simplifying Clusterings with Graph Neural Networks".

    Python 35 4

573 contributions in the last year

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Contribution activity

July 2025

Created 1 commit in 1 repository
Opened 1 pull request in 1 repository
tgp-team/torch-geometric-pool 1 open
Reviewed 1 pull request in 1 repository
tgp-team/torch-geometric-pool 1 pull request
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