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Motif Discovery Python Packages

Python packages with the GitHub topic motif-discovery. Sorted by relevance, with stars and monthly downloads.
stumpy-dev
stumpy

STUMPY is a powerful and scalable Python library for modern time series analysis

504K 4K 349
matrix-profile-foundation
matrixprofile

A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

7K 386 67
asntech
pyjaspar

pyJASPAR: A Pythonic interface to JASPAR transcription factor motifs

6K 37 3
target
matrixprofile-ts

A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile

443 744 107
saketkc
moca

Tool for motif conservation analysis

420 9 0
patrickzib
motiflets

Motiflets - Simple and Accurate Detection of Motifs in Time Series

336 48 6
daanvw
dtai-locomotif

LoCoMotif is a time series motif discovery method that discovers variable-length motif sets in multivariate time series using time warping

217 39 4
asigalov61
beautifulmotifs

Detect and extract beautiful musical motifs from MIDI files with transformers

214 1 0
grrvlr
tsmd

The TSMD project brings together Motif Discovery methods for Time Series, aiming to compare their performance through well-defined research questions and to simplify their practical use. It provides both guidelines for selecting the most suitable methods based on the data, and accessible implementations of the most relevant approaches.

189 6 3
patrickzib
leitmotif

Discovering Leitmotifs in Multidimensional Time Series

186 4 0
shao-lab
motifscan

A motif discovery tool to detect the occurrences of known motifs

159 20 1
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