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