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The Top 23 Data Science Time Series Open Source Projects

Open source projects categorized as 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
Tsfresh ⭐ 7,824
Automatic extraction of relevant features from time series:
dependent packages 44total releases 30most recent commit 6 months agopypi tsfresh} Downloads
Sktime ⭐ 7,368
A unified framework for machine learning with time series
dependent packages 57total releases 57most recent commit 8 days agopypi sktime} Downloads
Autogluon ⭐ 7,027
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,168most recent commit 12 days 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
Gluonts ⭐ 4,024
Probabilistic time series modeling in Python
dependent packages 16total releases 107most recent commit 3 months agopypi gluonts} 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
Orion ⭐ 962
A machine learning library for detecting anomalies in signals.
dependent packages 1total releases 39most recent commit 11 days agopypi orion-ml} 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
H1st ⭐ 781
Power Tools for AI Engineers With Deadlines
dependent packages 1total releases 2most recent commit 9 months agopypi h1st-contrib} Downloads
Time Series Prediction ⭐ 762
tfts: Time series deep learning models in TensorFlow
total releases 11most recent commit 3 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
Elki ⭐ 746
ELKI Data Mining Toolkit
dependent packages 7total releases 3most recent commit 7 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
Collapse ⭐ 556
Advanced and Fast Data Transformation in R
dependent packages 19total releases 38most 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
Seglearn ⭐ 522
Python module for machine learning time series:
dependent packages 1total releases 24most recent commit 2 years agopypi seglearn} 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
The 10 Most Depended On Data Science Time Series Open Source Projects
Sktime ⭐ 7,368
A unified framework for machine learning with time series
dependent packages 57total releases 57latest release November 06, 2023most recent commit 8 days agopypi sktime} Downloads
Tsfresh ⭐ 7,824
Automatic extraction of relevant features from time series:
dependent packages 44total releases 30latest release June 14, 2023most recent commit 6 months agopypi tsfresh} Downloads
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
Collapse ⭐ 556
Advanced and Fast Data Transformation in R
dependent packages 19total releases 38latest release December 07, 2023most recent commit 3 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
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
Gluonts ⭐ 4,024
Probabilistic time series modeling in Python
dependent packages 16total releases 107latest release December 07, 2023most recent commit 3 months agopypi gluonts} Downloads
Autogluon ⭐ 7,027
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 12 days 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
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
The 10 Latest Releases In Data Science Time Series Open Source Projects
Autogluon ⭐ 7,027
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 12 days agopypi autogluon.core} Downloads
Gluonts ⭐ 4,024
Probabilistic time series modeling in Python
dependent packages 16total releases 107latest release December 07, 2023most recent commit 3 months agopypi gluonts} Downloads
Collapse ⭐ 556
Advanced and Fast Data Transformation in R
dependent packages 19total releases 38latest release December 07, 2023most recent commit 3 months ago
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
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