Time Series Toolkit

   

📖 Contents

• My Other Awesome Lists
• Contributing
• Contributors

Install required tools on Linux

For Ubuntu 18.04, 20.04, 22.04

sudo apt-get update

Install required python libs

pip install

pip install -r requirements.txt
python3 setup.py install

conda install

conda config --add channels conda-forge
conda install --file requirements_conda.txt
python3 setup.py install

Time-series Database

• OpenTSDB - A scalable, distributed Time Series Database.
• Prometheus - The Prometheus monitoring system and time series database.
• QuestDB - QuestDB is a high performance, open-source, time-series database.
• TDengine - High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios

Machine Learning Toolkit for Time Series Analysis

• aeon - aeon is a scikit-learn compatible toolkit for time series machine learning tasks such as classification, regression, clustering, anomaly detection, segmentation and similarity search.
• sktime - A unified framework for machine learning with time series.
• tsai - State-of-the-art Deep Learning library for Time Series and Sequences.
• tslearn - tslearn is a Python package that provides machine learning tools for the analysis of time series.

Miscellaneous

• binjr - binjr is a standalone time series browser.

My Awesome Lists

You can access the my awesome lists here

Contributing

Contributions of any kind welcome, just follow the guidelines!

Contributors

Thanks goes to these contributors!

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