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cesium-ml
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Description

Machine Learning Time-Series Platform

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cesium
: Open-Source Platform for Time Series Inference

Join the chat at https://gitter.im/cesium-ml/cesium Build Status codecov.io

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.

The

cesium
library also powers computations within the
cesium
web interface
, which allows similar time series analyses to be performed entirely within the browser.

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 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

License:

cesium
uses the 3-clause BSD licence. The full license may be found in LICENSE.txt.

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