Pinned

1. python-time-series-handbook python-time-series-handbook Public

   Notebooks for the course "Time series analysis with Python"

   Jupyter Notebook 37 6

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

   Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.

   Python 320 82

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

   Experimental results obtained with the MinCutPool layer as presented in the 2020 ICML paper "Spectral Clustering with Graph Neural Networks for Graph Pooling"

   Python 256 47

4. Ensemble-Conformalized-Quantile-Regression Ensemble-Conformalized-Quantile-Regression Public

   Valid and adaptive prediction intervals for probabilistic time series forecasting

   Jupyter Notebook 69 7

5. Total-variation-graph-neural-networks Total-variation-graph-neural-networks Public

   Pytorch and Tensorflow implementation of TVGNN, presented at ICML 2023.

   Python 20 3

6. The-expressive-power-of-pooling-in-GNNs The-expressive-power-of-pooling-in-GNNs Public

   Code and dataset to test empirically the expressive power of graph pooling operators.

   Python 28