time-series-analysis topic

List time-series-analysis repositories

tslearn

2.8k
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329
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The machine learning toolkit for time series analysis in Python

timemachines

381
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50
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Predict time-series with one line of code.

stumpy

3.0k
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285
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STUMPY is a powerful and scalable Python library for modern time series analysis

hctsa

706
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297
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Highly comparative time-series analysis

climate-data-science

127
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45
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Climate Data Science and Earth Observation with Python.

anomaly-detection-resources

8.0k
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1.7k
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Anomaly detection related books, papers, videos, and toolboxes

sktime

7.5k
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1.3k
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A unified framework for machine learning with time series

nolitsa

162
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43
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A Python module implementing some standard algorithms used in nonlinear time series analysis

pssa

137
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60
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Singular Spectrum Analysis for time series forecasting in Python

exoplanet

201
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54
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Fast & scalable MCMC for all your exoplanet needs!