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1. pyitlib pyitlib Public

   A library of information-theoretic methods for data analysis and machine learning, implemented in Python and NumPy.

   Python 103 21

2. path_signatures_introduction path_signatures_introduction Public

   A Brief Introduction to Path Signatures for Machine Learning Practitioners

   Jupyter Notebook 59 15

3. information_bottleneck_prototype_and_analysis information_bottleneck_prototype_and_analysis Public

   Prototype and analysis based on the Information Bottleneck by Tishby et al. (1999)

   Jupyter Notebook

4. conformance_distance_experiments_cochrane_et_al_2020 conformance_distance_experiments_cochrane_et_al_2020 Public

   Code related to arXiv preprint arXiv:2102.07904

   Jupyter Notebook 1 1

5. dcase2016_task4 dcase2016_task4 Public

   Gaussian mixture model baseline for Task 4 of the 2016 edition of the DCASE challenge

   Python 7 7

6. keystroke_dynamics keystroke_dynamics Public

   Anomaly detection of keystroke data

   Jupyter Notebook