cesium: Open-Source Platform for Time Series Inference

Summary

cesium is an open source library that allows users to:

• extract features from raw time series data (see list),
• build machine learning models from these features, and
• generate predictions for new data.

More information and examples can be found on our home page.

Installation from binaries:

• Wheels for Mac and Linux can be installed via pip install cesium.
• We do not build binary wheels for Windows. To install on Windows, follow the instructions below for installation from source.

Installation from source:

1. Install Cython
2. Clone the repository: git clone https://github.com/cesium-ml/cesium.git
3. cd cesium && pip install -e .

Note that cesium requires a C99 compiler, which in particular excludes MSVC. On Windows, a different compiler like MinGW has to be used. Please refer to the instructions for installing Cython & MinGW on Windows.

License:

cesium uses the 3-clause BSD licence.