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The Top 23 Python Data Science Time Series Open Source Projects

Open source projects categorized as Python Data Science Time Series
Categories > Data Processing > Data Science
Categories > Data Storage > Time Series
Pycaret ⭐ 8,130
An open-source, low-code machine learning library in Python
dependent packages 16total releases 95most recent commit 3 months agopypi pycaret} Downloads
Autogluon ⭐ 7,109
Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168most recent commit a day agopypi autogluon.core} Downloads
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32most recent commit 3 months agopypi darts} Downloads
Data Science ⭐ 3,898
Collection of useful data science topics along with articles, videos, and code
most recent commit 3 months ago
Pytorch Forecasting ⭐ 3,439
Time series forecasting with PyTorch
dependent packages 10total releases 34most recent commit 3 months agopypi pytorch-forecasting} Downloads
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27most recent commit 3 months agopypi statsforecast} Downloads
Vectorbt ⭐ 3,189
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
dependent packages 9total releases 65most recent commit 7 months agopypi vectorbt} Downloads
Plotly Resampler ⭐ 880
Visualize large time series data with plotly.py
dependent packages 11total releases 60most recent commit 3 months agopypi plotly-resampler} Downloads
Skforecast ⭐ 792
Time series forecasting with scikit-learn models
dependent packages 6total releases 19most recent commit 3 months agopypi skforecast} Downloads
Time Series Prediction ⭐ 762
tfts: Time series deep learning models in TensorFlow
total releases 11most recent commit 4 months ago
Datastream.io ⭐ 761
An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana
most recent commit 4 years ago
Tsfel ⭐ 758
An intuitive library to extract features from time series.
total releases 9most recent commit 5 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
Seglearn ⭐ 522
Python module for machine learning time series:
dependent packages 1total releases 24most recent commit 2 years agopypi seglearn} Downloads
Datascience_artificialintelligence_utils ⭐ 369
Examples of Data Science projects and Artificial Intelligence use-cases
most recent commit 9 months ago
Tsflex ⭐ 340
Flexible time series feature extraction & processing
total releases 36most recent commit 4 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
Scalecast ⭐ 292
The practitioner's forecasting library
total releases 186most recent commit 3 months ago
Sysidentpy ⭐ 270
A Python Package For System Identification Using NARMAX Models
total releases 19most recent commit 5 months ago
Scipy_con_2019 ⭐ 266
Tutorial Sessions for SciPy Con 2019
most recent commit 6 months ago
Awesome Python Data Science Books ⭐ 242
Probably the best curated list of data science books in Python
most recent commit 2 years ago
The 10 Most Depended On Python Data Science Time Series Open Source Projects
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27latest release August 23, 2023most recent commit 3 months agopypi statsforecast} Downloads
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32latest release November 18, 2023most recent commit 3 months agopypi darts} Downloads
Pycaret ⭐ 8,130
An open-source, low-code machine learning library in Python
dependent packages 16total releases 95latest release November 12, 2023most recent commit 3 months agopypi pycaret} Downloads
Autogluon ⭐ 7,109
Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit a day agopypi autogluon.core} Downloads
Plotly Resampler ⭐ 880
Visualize large time series data with plotly.py
dependent packages 11total releases 60latest release December 02, 2023most recent commit 3 months agopypi plotly-resampler} Downloads
Pytorch Forecasting ⭐ 3,439
Time series forecasting with PyTorch
dependent packages 10total releases 34latest release July 26, 2020most recent commit 3 months agopypi pytorch-forecasting} Downloads
Vectorbt ⭐ 3,189
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
dependent packages 9total releases 65latest release January 27, 2023most recent commit 7 months agopypi vectorbt} Downloads
Skforecast ⭐ 792
Time series forecasting with scikit-learn models
dependent packages 6total releases 19latest release November 16, 2023most recent commit 3 months agopypi skforecast} 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
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
The 10 Latest Releases In Python Data Science Time Series Open Source Projects
Autogluon ⭐ 7,109
Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit a day agopypi autogluon.core} Downloads
Scalecast ⭐ 292
The practitioner's forecasting library
total releases 186latest release December 04, 2023most recent commit 3 months ago
Plotly Resampler ⭐ 880
Visualize large time series data with plotly.py
dependent packages 11total releases 60latest release December 02, 2023most recent commit 3 months agopypi plotly-resampler} Downloads
Tsforecasting ⭐ 19
TSForecasting - Automated Time Series Forecasting Framework
total releases 26latest release November 27, 2023most recent commit 5 months ago
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32latest release November 18, 2023most recent commit 3 months agopypi darts} Downloads
Skforecast ⭐ 792
Time series forecasting with scikit-learn models
dependent packages 6total releases 19latest release November 16, 2023most recent commit 3 months agopypi skforecast} Downloads
Pycaret ⭐ 8,130
An open-source, low-code machine learning library in Python
dependent packages 16total releases 95latest release November 12, 2023most recent commit 3 months agopypi pycaret} Downloads
Openstef ⭐ 67
Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.
dependent packages 1total releases 102latest release November 02, 2023most recent commit 3 months agopypi openstef} Downloads
Tablespoon ⭐ 38
🥄✨Time-series Benchmark methods that are Simple and Probabilistic
total releases 35latest release October 20, 2023most recent commit 6 months ago
Time Series Prediction ⭐ 762
tfts: Time series deep learning models in TensorFlow
total releases 11latest release October 16, 2023most recent commit 4 months ago
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