PyPI Stats
  • Insights
  • PyPI
  • GitHub
  • Search
  • Compare
  • Advisories
  • Ecosystem
  • About
Home

Time Series Classification Python Packages

Python packages with the GitHub topic time-series-classification. Sorted by relevance, with stars and monthly downloads.
sktime
sktime

A unified framework for machine learning with time series

1.2M 10K 2K
tslearn-team
tslearn

The machine learning toolkit for time series analysis in Python

341K 3K 371
johannfaouzi
pyts

A Python package for time series classification

169K 2K 180
aeon-toolkit
aeon

A toolkit for time series machine learning and deep learning

46K 1K 268
timeseriesAI
tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

21K 6K 717
moment-timeseries-foundation-model
momentfm

MOMENT: A Family of Open Time-series Foundation Models, ICML'24

6K 756 107
time-series-machine-learning
tsml

A toolkit for time series machine learning algorithms that don't fit in aeon. Use aeon instead if you can!

3K 9 2
nla-group
fabba

An efficient symbolic time series approximation with ABBA.

2K 51 12
VincentSch4rf
pytorchtime

A time series package for PyTorch

932 7 0
eonu
sequentia

Scikit-Learn compatible HMM and DTW based sequence machine learning algorithms in Python.

638 68 9
baraline
convst

Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up to date with the current version for now.

588 35 9
FilippoMB
reservoir-computing

Library for implementing reservoir computing models (Echo State Networks) for multivariate time series classification, clustering, and forecasting.

532 418 87
FilippoMB
tsa-course

Book and material for the course "Time series analysis with Python" (STA-2003)

527 267 57
FilippoMB
tck

Kernel similarity for classification and clustering of multi-variate time series with missing values.

475 7 1
BorgwardtLab
wtk

A Wasserstein Subsequence Kernel for Time Series.

265 21 7
MSD-IRIMAS
deep-rehab-pile

Deep Learning for Skeleton Based Human Motion Rehabilitation Assessment: A Benchmark

225 11 0
patrickzib
weasel-classifier

WEASEL 2.0 - A Random Dilated Dictionary Transform for Fast, Accurate and Constrained Memory Time Series Classification

199 19 4
Yutsuro
tisc

Simple model creation and training framework for time series classification in Pytorch

153 13 1
uea-machine-learning
sktime-dl

DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow

116 596 77
MSD-IRIMAS
data-aug-4-tsc

Re-framing Time Series Augmentation Through the Lens of Generative Models

115 3 0
alan-turing-institute
sktime-legacy

A unified framework for machine learning with time series

105 10K 2K
sktime
skytime

A unified framework for machine learning with time series

72 10K 2K
uGR17
timexseries-clustering

Library for Time-Series Clustering-as-a-Service.

70 2 1
patrickzib
sklearn-time

WEASEL 2.0 - A Random Dilated Dictionary Transform for Fast, Accurate and Constrained Memory Time Series Classification

69 19 4
    • Data from PyPI, GitHub, ClickHouse, and BigQuery