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

   Material for the course "Time series analysis with Python"

   Jupyter Notebook 110 19

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 356 84

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 265 49

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

   Valid and adaptive prediction intervals for probabilistic time series forecasting

   Jupyter Notebook 86 9

5. Benchmark_dataset_for_graph_classification Benchmark_dataset_for_graph_classification Public

   This repository contains a dataset for testing graph classification algorithms, such as Graph Kernels and Graph Neural Networks.

   Python 48 8

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

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

   Python 20 3