BigDL-Chronos
========================

**BigDL-Chronos** (**Chronos** for short) is an application framework for building a fast, accurate and scalable time series analysis application.

You can use **Chronos** for:

.. grid:: 1 3 3 3

    .. grid-item::

        .. image:: ./Image/forecasting.svg
            :alt: Forcasting example diagram

        **Forecasting:** Predict future using history data.

    .. grid-item::

        .. image:: ./Image/anomaly_detection.svg
            :alt: Anomaly Detection example diagram

        **Anomaly Detection:** Discover unexpected items in data.

    .. grid-item::

        .. image:: ./Image/simulation.svg
            :alt: Simulation example diagram

        **Simulation:** Generate similar data as history data.

-------


.. grid:: 1 2 2 2
    :gutter: 2

    .. grid-item-card::

        **Get Started**
        ^^^

        You may understand the basic usage of Chronos' components and learn to write the first runnable application in this quick tour page.

        +++
        :bdg-link:`Chronos in 5 minutes <./Overview/quick-tour.html>` |
        :bdg-link:`Installation <./Overview/install.html>`

    .. grid-item-card::

        **Key Features Guide**
        ^^^

        Our user guides provide you with in-depth information, concepts and knowledges about Chronos.

        +++

        :bdg-link:`Data <./Overview/data_processing_feature_engineering.html>` |
        :bdg-link:`Forecast <./Overview/forecasting.html>` |
        :bdg-link:`Detect <./Overview/anomaly_detection.html>` |
        :bdg-link:`Simulate <./Overview/simulation.html>`

    .. grid-item-card::

        **How-to-Guide** / **Tutorials**
        ^^^

        If you are meeting with some specific problems during the usage, how-to guides are good place to be checked.
        Examples provides short, high quality use case that users can emulated in their own works.

        +++

        :bdg-link:`How-to-Guide <./Howto/index.html>` | :bdg-link:`Example <./QuickStart/index.html>`

    .. grid-item-card::

        **API Document**
        ^^^

        API Document provides you with a detailed description of the Chronos APIs.

        +++

        :bdg-link:`API Document <../PythonAPI/Chronos/index.html>`


..  toctree::
    :hidden:

    BigDL-Chronos Document <self>