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intel-analytics / analytics-zoo

Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray
https://analytics-zoo.readthedocs.io/
Apache License 2.0
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more user-friendly docs for the time series algorithms in zouwu #812

Closed shane-huang closed 3 years ago

shane-huang commented 4 years ago

There's no detailed explanation about the models and it's hard for users to understand how to specify the paramters in Forecaster models or how to set the search ranges of parameters in autots.

We need to add some docs for that.

Add a new subsection "Algorithms" in Zouwu and describe LSTM and MTNet in 2 seperate pages.
https://analytics-zoo.github.io/master/#Zouwu/overview/

shane-huang commented 4 years ago

docs should contain 1) an illustration of the model architecture 2) some description of the overall model architecture. 3) what are the parameters and how they affects the model, including what should be paid attention to.

shane-huang commented 4 years ago

An user friendly doc example is https://docs.h2o.ai/h2o/latest-stable/h2o-docs/data-science/svm.html