Machine Learning Time-Series Platform
cesium: Open-Source Platform for Time Series Inference
cesiumis 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.
cesiumlibrary also powers computations within the
cesiumweb interface, which allows similar time series analyses to be performed entirely within the browser.
pip install cesium.
git clone https://github.com/cesium-ml/cesium.git
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 see the following instructions for installing Cython & MinGW on Windows: https://cython.readthedocs.io/en/latest/src/tutorial/appendix.html#appendix-installing-mingw-on-windows
cesiumuses the 3-clause BSD licence. The full license may be found in LICENSE.txt.