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sktime
sktime

A unified framework for machine learning with time series

1.2M 10K 2K
stumpy-dev
stumpy

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

464K 4K 348
tslearn-team
tslearn

The machine learning toolkit for time series analysis in Python

333K 3K 371
johannfaouzi
pyts

A Python package for time series classification

170K 2K 180
WenjieDu
tsdb

a Python toolbox loads 173 public time series datasets for machine/deep learning with a single line of code. Datasets from multiple domains including healthcare, financial, power, traffic, weather, and etc.

127K 234 23
fbruzzesi
timebasedcv

Time based splits for cross validation

55K 40 2
aeon-toolkit
aeon

A toolkit for time series machine learning and deep learning

42K 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

20K 6K 717
pathwaycom
pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

16K 63K 2K
grafana
augurs

Time series analysis for Rust, with bindings to Python and Javascript

15K 567 22
DynamicsAndNeuralSystems
pyhctsa

The most comprehensive time-series feature extraction package in Python.

9K 16 2
deeptime-ml
deeptime

Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation

9K 858 88
matrix-profile-foundation
matrixprofile

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

9K 386 67
stingraysoftware
stingray

Anything can happen in the next half hour (including spectral timing made easy)!

7K 215 181
Aarhus-Psychiatry-Research
timeseriesflattener

Converting irregularly spaced time series, such as eletronic health records, into dataframes for tabular classification.

7K 20 2
TheDatumOrg
vus

Volume Under the Surface: Accuracy Measure for Time Series Anomaly Detection

7K 92 42
erdogant
caerus

Detection of favorable moments in time series data

3K 35 5
AdamKrysztopa
dependence-forecastability

General-purpose Python toolkit for horizon-wise forecastability analysis using interchangeable dependence scorers, with AMI/pAMI support, rolling-origin benchmarking, and reproducible reporting.

3K 3 0
wwhenxuan
pysdkit

A Python library for signal decomposition algorithms

3K 203 26
nla-group
fabba

An efficient symbolic time series approximation with ABBA.

3K 51 12
google
timecast-nightly

Performant, composable online learning

2K 16 2
TimeEval
timeeval

Evaluation Tool for Anomaly Detection Algorithms on Time Series

2K 157 19
perslev
utime

U-Time: A Fully Convolutional Network for Time Series Segmentation

2K 310 80
AutoViML
auto-ts

Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ram Seshadri. Collaborators welcome.

2K 767 119
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