chronos: various enhancement for next release

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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Open shane-huang opened 3 years ago

shane-huang commented 3 years ago

[x] remove the data preprocess functions from notebooks to python script to make the notebooks clean. (https://github.com/intel-analytics/analytics-zoo/tree/master/pyzoo/zoo/chronos/use-case/AIOps)
[x] api doc md links to visualization tool is broken in chronos user guide (#4238 )
[x] add prophet and arima related docs in user guide and Python API
[x] quick start

TheaperDeng commented 3 years ago

[ ] We have a name inconsistency issue between output_feature_num (used in pytorch base model) and output_target_num (used in auto lstm and auto tcn).