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The Top 23 Data Science Time Series Analysis Open Source Projects

Open source projects categorized as Data Science Time Series Analysis
Categories > Data Processing > Data Science
Categories > Machine Learning > Time Series Analysis
Statsmodels ⭐ 9,242
Statsmodels: statistical modeling and econometrics in Python
dependent packages 2,135total releases 35most recent commit 3 months agopypi statsmodels} Downloads
Sktime ⭐ 7,368
A unified framework for machine learning with time series
dependent packages 57total releases 57most recent commit 6 days agopypi sktime} Downloads
Stumpy ⭐ 2,901
STUMPY is a powerful and scalable Python library for modern time series analysis
dependent packages 16total releases 28most recent commit 3 months agopypi stumpy} Downloads
Alphapy ⭐ 1,003
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
total releases 25most recent commit 4 months ago
Grass ⭐ 725
GRASS GIS - free and open-source geospatial processing engine
most recent commit 3 months ago
Aeon ⭐ 723
A toolkit for conducting machine learning tasks with time series data
dependent packages 3total releases 8most recent commit 3 months agopypi aeon} Downloads
Matrixprofile Ts ⭐ 556
A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile
dependent packages 2total releases 9most recent commit 4 years agopypi matrixprofile-ts} Downloads
Modeltime ⭐ 483
Modeltime unlocks time series forecast models and machine learning in one framework
dependent packages 11total releases 27most recent commit 3 months ago
Matrixprofile ⭐ 297
A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.
dependent packages 3total releases 14most recent commit a year agopypi matrixprofile} Downloads
Tempo ⭐ 293
API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation
dependent packages 2total releases 27most recent commit 3 months agopypi dbl-tempo} Downloads
Pyfts ⭐ 232
An open source library for Fuzzy Time Series in Python
total releases 6most recent commit a year ago
Time Series Analysis With Python Cookbook ⭐ 183
Time Series Analysis with Python Cookbook, published by Packt
most recent commit 7 months ago
Tsa4 ⭐ 115
R code for Time Series Analysis and Its Applications, Ed 4
most recent commit a year ago
Astsa ⭐ 112
R package to accompany Time Series Analysis and Its Applications: With R Examples -and- Time Series: A Data Analysis Approach Using R
dependent packages 9total releases 18most recent commit 3 months ago
Btsa ⭐ 88
Berlin Time Series Analysis Repository
most recent commit a year ago
Timeline Sankey ⭐ 85
A project to visualize time range series data using the Sankey diagram.
most recent commit a year ago
Mass Ts ⭐ 78
MASS (Mueen's Algorithm for Similarity Search) - a python 2 and 3 compatible library used for searching time series sub-sequences under z-normalized Euclidean distance for similarity.
most recent commit a year ago
Portfolio Guide ⭐ 72
A guide and summary to my projects and case studies.
most recent commit 10 months ago
Tsrepr ⭐ 67
TSrepr: R package for time series representations
most recent commit 4 years ago
Spatiotemporal_datasets ⭐ 39
Spatiotemporal datasets collected for network science, deep learning and general machine learning research.
most recent commit 10 months ago
Time Series Segmentation Benchmark ⭐ 36
This repository contains the time series segmentation benchmark (TSSB).
most recent commit 6 months ago
Pytsal ⭐ 32
An easy to use low-code open-source python framework for Time Series analysis, visualization, forecasting along with AutoTS
total releases 6most recent commit 2 years ago
Brewpots ⭐ 30
The tutorials for PyPOTS.
most recent commit 3 months ago
The 9 Most Depended On Data Science Time Series Analysis Open Source Projects
Statsmodels ⭐ 9,242
Statsmodels: statistical modeling and econometrics in Python
dependent packages 2,135total releases 35latest release May 05, 2023most recent commit 3 months agopypi statsmodels} Downloads
Sktime ⭐ 7,368
A unified framework for machine learning with time series
dependent packages 57total releases 57latest release November 06, 2023most recent commit 6 days agopypi sktime} Downloads
Stumpy ⭐ 2,901
STUMPY is a powerful and scalable Python library for modern time series analysis
dependent packages 16total releases 28latest release August 21, 2023most recent commit 3 months agopypi stumpy} Downloads
Modeltime ⭐ 483
Modeltime unlocks time series forecast models and machine learning in one framework
dependent packages 11total releases 27latest release September 02, 2023most recent commit 3 months ago
Astsa ⭐ 112
R package to accompany Time Series Analysis and Its Applications: With R Examples -and- Time Series: A Data Analysis Approach Using R
dependent packages 9total releases 18latest release January 09, 2023most recent commit 3 months ago
Matrixprofile ⭐ 297
A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.
dependent packages 3total releases 14latest release January 16, 2021most recent commit a year agopypi matrixprofile} Downloads
Aeon ⭐ 723
A toolkit for conducting machine learning tasks with time series data
dependent packages 3total releases 8latest release October 05, 2023most recent commit 3 months agopypi aeon} Downloads
Matrixprofile Ts ⭐ 556
A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile
dependent packages 2total releases 9latest release August 08, 2019most recent commit 4 years agopypi matrixprofile-ts} Downloads
The 10 Latest Releases In Data Science Time Series Analysis Open Source Projects
Tsforecasting ⭐ 19
TSForecasting - Automated Time Series Forecasting Framework
total releases 26latest release November 27, 2023most recent commit 5 months ago
Sktime ⭐ 7,368
A unified framework for machine learning with time series
dependent packages 57total releases 57latest release November 06, 2023most recent commit 6 days agopypi sktime} Downloads
Aeon ⭐ 723
A toolkit for conducting machine learning tasks with time series data
dependent packages 3total releases 8latest release October 05, 2023most recent commit 3 months agopypi aeon} Downloads
Modeltime ⭐ 483
Modeltime unlocks time series forecast models and machine learning in one framework
dependent packages 11total releases 27latest release September 02, 2023most recent commit 3 months ago
Stumpy ⭐ 2,901
STUMPY is a powerful and scalable Python library for modern time series analysis
dependent packages 16total releases 28latest release August 21, 2023most recent commit 3 months agopypi stumpy} Downloads
Statsmodels ⭐ 9,242
Statsmodels: statistical modeling and econometrics in Python
dependent packages 2,135total releases 35latest release May 05, 2023most recent commit 3 months agopypi statsmodels} Downloads
Kydlib ⭐ 10
Routines for exploratory data analysis.
total releases 6latest release April 14, 2023most recent commit a year ago
Astsa ⭐ 112
R package to accompany Time Series Analysis and Its Applications: With R Examples -and- Time Series: A Data Analysis Approach Using R
dependent packages 9total releases 18latest release January 09, 2023most recent commit 3 months ago
Msdlib ⭐ 13
This is a custom library for data processing, visualization and machine learning tools.
total releases 48latest release January 02, 2023most recent commit a year ago
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