Decomposition Python Packages

tensorly

TensorLy: Tensor Learning in Python.

emd-signal

Python implementation of Empirical Mode Decompoisition (EMD) method

hangul-jamo

A library to compose and decompose Hangul syllables using Hangul jamo characters

polsartools

A python package for processing Polarimetric Synthetic Aperture Radar (PolSAR) data.

parasol-nlp

Korean tokenizer with character decompositions.

fitspy

Generic tool dedicated to fit spectra in python

hdmrlib

High Dimensional Model Representation (HDMR) and Enhanced Multivariate Products Representation (EMPR) library

tensorlearn

A Python Package for Advanced Tensor Learning

multi-imbalance

Python package for tackling multiclass imbalance problems.

time-decomp

Time series decomposition plot trend and seasonality

steerling

Steerling: An interpretable causal diffusion language model with concept steering

pyrssa

Python package for Singular Spectrum Analysis

datagene

Data Comparison Toolbox with Transformation and Similarity Analysis

metriclens

DataFrame-native metric movement decomposition for business metrics.

sparse-decomposition

Implementations from "A New Basis for Sparse PCA" paper at https://arxiv.org/abs/2007.00596

lowrank

A Python Package for Advanced Tensor Learning

libnmfd

libnmfd: Music Processing Applications of Nonnegative Matrix Factorization

mso-wt

Maximal Spectral Overlap Wavelet Transform