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The Top 23 Time Series Analysis Open Source Projects

Open source projects categorized as Time Series Analysis
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
Anomaly Detection Resources ⭐ 7,616
Anomaly detection related books, papers, videos, and toolboxes
most recent commit 5 months ago
Sktime ⭐ 7,368
A unified framework for machine learning with time series
dependent packages 57total releases 57most recent commit 16 days agopypi sktime} Downloads
Tsai ⭐ 4,659
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
dependent packages 2total releases 47most recent commit 24 days agopypi tsai} 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
Tslearn ⭐ 2,769
The machine learning toolkit for time series analysis in Python
dependent packages 38total releases 99most recent commit 22 days agopypi tslearn} Downloads
Incubator Horaedb ⭐ 2,462
HoraeDB is a high-performance, distributed, cloud native time-series database.
most recent commit a month ago
Practical Machine Learning With Python ⭐ 2,054
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
most recent commit a year ago
Flow Forecast ⭐ 1,759
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
most recent commit 3 months ago
Pyts ⭐ 1,563
A Python package for time series classification
dependent packages 17total releases 19most recent commit 8 months agopypi pyts} Downloads
Time Series Transformers Review ⭐ 1,519
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
most recent commit 7 months ago
Tods ⭐ 1,078
TODS: An Automated Time-series Outlier Detection System
most recent commit 8 months ago
Tsfpaper ⭐ 1,066
This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.
most recent commit 3 months ago
Alphapy ⭐ 1,003
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
total releases 25most recent commit 4 months ago
Awesome Aiops ⭐ 747
AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star
most recent commit 4 years 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
Hctsa ⭐ 665
Highly comparative time-series analysis
most recent commit 3 months ago
Auto_ts ⭐ 634
Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Now updated with Dask to handle millions of rows.
total releases 36most recent commit 5 months ago
Awesome Ai For Time Series Papers ⭐ 627
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
most recent commit 7 months ago
Deeptime ⭐ 616
Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation
dependent packages 1total releases 17most recent commit 8 months agopypi deeptime} Downloads
Pypots ⭐ 558
A Python toolbox/library for reality-centric machine learning/deep learning on partially-observed time series with PyTorch, including SOTA models supporting tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with NaN missing values/data. https://arxiv.org/abs/2305.18811
total releases 20most recent commit 3 months ago
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
The 10 Most Depended On 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 16 days agopypi sktime} Downloads
Tslearn ⭐ 2,769
The machine learning toolkit for time series analysis in Python
dependent packages 38total releases 99latest release August 21, 2023most recent commit 22 days agopypi tslearn} Downloads
Pyts ⭐ 1,563
A Python package for time series classification
dependent packages 17total releases 19latest release October 31, 2021most recent commit 8 months agopypi pyts} Downloads
Exoplanet ⭐ 199
Fast & scalable MCMC for all your exoplanet needs!
dependent packages 17total releases 34latest release January 11, 2022most recent commit 17 days agopypi exoplanet} 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
Dplr ⭐ 32
This is the dev site for the dplR package in R
dependent packages 15total releases 70latest release November 30, 2023most recent commit 3 months ago
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 4 months ago
Microprediction ⭐ 312
If you can measure it, consider it predicted
dependent packages 9total releases 205latest release January 26, 2023most recent commit 3 months agopypi microprediction} Downloads
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
The 10 Latest Releases In Time Series Analysis Open Source Projects
Pastas ⭐ 335
:spaghetti: Pastas is an open-source Python framework for the analysis of groundwater time series.
dependent packages 3total releases 34latest release November 30, 2023most recent commit 4 months agopypi pastas} Downloads
Dplr ⭐ 32
This is the dev site for the dplR package in R
dependent packages 15total releases 70latest release November 30, 2023most recent commit 3 months ago
Tsforecasting ⭐ 19
TSForecasting - Automated Time Series Forecasting Framework
total releases 26latest release November 27, 2023most recent commit 5 months ago
Numalogic Prometheus ⭐ 27
AIOps for metrics in Prometheus
total releases 61latest release November 27, 2023most recent commit 5 months ago
Qudi Hira Analysis ⭐ 10
Analytics suite for FPGA based qubit time-series photonics
total releases 22latest release November 25, 2023most recent commit 3 months ago
Reservoirpy ⭐ 304
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
dependent packages 1total releases 24latest release November 20, 2023most recent commit 5 months agopypi reservoirpy} Downloads
Tsad ⭐ 27
Package for Time Series Forecasting and Anomaly Detection Problems.
total releases 37latest release November 18, 2023most recent commit 4 months ago
Healthyr.ts ⭐ 16
A time-series companion package to healthyR
dependent packages 1total releases 23latest release November 15, 2023most recent commit 4 months ago
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