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ham

Hybrid attention module

htfif-dfif

Hard Thresholding Fast Iterative Filtering (htFIF) and Direct Fast Iterative Filtering (dFIF)

hydra

HYDRA: Competing convolutional kernels for fast and accurate time series classification

ica-fastica

The realization of Independent Component Analysis (ICA) and FastICA and its application (Code + Description).

imfogram

Time-frequency representation based on Intrinsic Mode Functions (IMFs)

ista

Sparse Coding Algorithm - Iterative Shrinkage and Thresholding Algorithm (ISTA)

iterative-filtering-if

Iterative method for the decompostion of non-stationary signals

koopman

Koopman Mode Decomposition

locally-adaptive-activation-functions-neural-networks-

Python codes for Locally Adaptive Activation Function (LAAF) used in deep neural networks.

macnn-pytorch

Unofficial implementation of paper “Multi-scale Attention Convolutional Neural Network for time series classification”[Neural Networks2021]

mamal

mamal1

maml-pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

maximum-mean-square-discrepancy

Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis

meta-transfer-learning

TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

mif

Multivariate Iterative Filtering (MIF)

minirocket

MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification

mmd_loss.pytorch

A pytorch implementation of Maximum Mean Discrepancies(MMD) loss

mmsd

multiscale-fluctuation-dispersion-entropy-and-its-refined-composite-form

Here are the Matlab functions used in "Multiscale Fluctuation-Based Dispersion Entropy and Its Applications to Neurological Diseases".

multivariate-multiscale-permutation-entropy

Apply multivariate multiscale permutation entropy transform to multivariate time series

multivariatetimeseries

Encoding Time Series as Images for Classification using CNNs

mutual_info_knn

Mutual Information measures using kNN for both continuous and categorical (discrete) variables [Matlab code]

mvfif

Multivariate Fast Iterative Filtering

mvmde

Multivariate Multiscale Dispersion Entropy of Biomedical Times Series

my_matlab_codes

Includes my paper's implementation

ngdme

Sparse Optimization for Nonlinear Group Delay Mode Estimation

nmf

The realization of Nonnegative Matrix Factor (NMF) and its applications (Code + Description).

nmf-toolbox

Toolbox for performing Non-negative Matrix Factorization (NMF) and several variants

nmflibrary

NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1