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The Top 23 Python Time Series Analysis Open Source Projects

Open source projects categorized as Python 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
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 21 days agopypi tslearn} Downloads
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
Tods ⭐ 1,078
TODS: An Automated Time-series Outlier Detection System
most recent commit 8 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
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
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
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
Inceptiontime ⭐ 554
InceptionTime: Finding AlexNet for Time Series Classification
most recent commit 6 months ago
Scinet ⭐ 509
The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2022)
most recent commit 9 months ago
Pytimetk ⭐ 505
Time series easier, faster, more fun. Pytimetk.
total releases 3most recent commit 3 months ago
Time Series Forecasting With Python ⭐ 499
A use-case focused tutorial for time series forecasting with python
most recent commit a year ago
Skyline ⭐ 455
Anomaly detection
total releases 1most recent commit 7 months ago
Awesome Time Series ⭐ 429
Resources for working with time series and sequence data
most recent commit 3 months ago
Paddlets ⭐ 423
Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting versatile tasks like time series forecasting, representation learning, and anomaly detection, etc., featured with quick tracking of SOTA deep models.
total releases 7most recent commit 4 months ago
The 10 Most Depended On Python 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
Tslearn ⭐ 2,769
The machine learning toolkit for time series analysis in Python
dependent packages 38total releases 99latest release August 21, 2023most recent commit 21 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
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
Traces ⭐ 371
A Python library for unevenly-spaced time series analysis
dependent packages 5total releases 24latest release March 29, 2020most recent commit 4 years agopypi traces} Downloads
Pyentropy ⭐ 291
Entropy for Python
dependent packages 5total releases 13latest release September 27, 2023most recent commit 3 months agopypi pyentrp} Downloads
Timemachines ⭐ 368
Predict time-series with one line of code.
dependent packages 3total releases 77latest release April 05, 2022most recent commit a year agopypi timemachines} 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 ⭐ 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
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
The 10 Latest Releases In Python 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
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
Pytimetk ⭐ 505
Time series easier, faster, more fun. Pytimetk.
total releases 3latest release November 05, 2023most recent commit 3 months ago
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