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

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

   Jupyter Notebook 125 25

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, clustering, forecasting, and much more!

   Python 371 85

3. Spectral-Clustering-with-Graph-Neural-Networks-for-Graph-Pooling 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 Ensemble-Conformalized-Quantile-Regression Public

   Valid and adaptive prediction intervals for probabilistic time series forecasting.

   Jupyter Notebook 89 10

5. Benchmark_dataset_for_graph_classification 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 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 33 4