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Decomposition Python Packages

Python packages with the GitHub topic decomposition. Sorted by relevance, with stars and monthly downloads.
tensorly
tensorly

TensorLy: Tensor Learning in Python.

217K 2K 302
laszukdawid
emd-signal

Python implementation of Empirical Mode Decompoisition (EMD) method

194K 982 232
jonghwanhyeon
hangul-jamo

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

32K 29 3
polsartools
polsartools

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

2K 63 18
CEA-MetroCarac
fitspy

Generic tool dedicated to fit spectra in python

1K 9 0
digsy89
parasol-nlp

Korean tokenizer with character decompositions.

741 3 1
rmsolgi
tensorlearn

A Python Package for Advanced Tensor Learning

558 6 0
hdmrlib
hdmrlib

A powerful Python library for tensor decomposition using HDMR and EMPR methods with multi-backend support

522 26 5
SidharthKriplani
metriclens

DataFrame-native metric movement decomposition — mix shift, rate shift, cross term. pip install metriclens

386 0 0
damian-horna
multi-imbalance

Python package for tackling multiclass imbalance problems.

361 78 12
AcaciaMan
time-decomp

Time series decomposition plot trend and seasonality together

313 2 0
Fleyderer
pyrssa

Python package for Singular Spectrum Analysis

184 5 3
guidelabs
steerling

Interpretable Causal Diffusion Language Models

167 225 13
firmai
datagene

DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)

163 206 25
rmsolgi
lowrank

A Python Package for Advanced Tensor Learning Methods

85 6 0
groupmm
libnmfd

libnmfd: Music Processing Applications of Nonnegative Matrix Factorization

82 5 1
bdpedigo
sparse-decomposition

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

75 2 1
apostolosev
mso-wt

Maximal Spectral Overlap Wavelet Transform

64 1 0
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