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  1. extended_carma_model extended_carma_model Public

    Implementation of modified CARMA model with an extended drift coefficient.

    R

  2. regularization_neuroscience regularization_neuroscience Public

    Source localization applied to electroencephalography (EEG) and magnetoencephalography (MEG).

    MATLAB

  3. pca_mds_stock_market_analysis pca_mds_stock_market_analysis Public

    Introduction to PCA and MDS with application in finance on index replication.

    MATLAB

  4. manifold_learning manifold_learning Public

    Implementation of four manifold learning algorithms (PCA, MDS, ISOMAP, DMs) and their application to cohorts of orthogonal equivalent tensors with the aim of clustering.

    Jupyter Notebook

  5. tensor_classification_with_hosvd tensor_classification_with_hosvd Public

    Classification of tensor data with the HOSVD according to Savas & Eldén (2007).

    MATLAB