Improve documentation for retrain_from_log
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Description
Add documentation and perhaps examples for [retrain_from_log](https://github.com/microsoft/FLAML/blob/main/flaml/automl.py#L1562)
Related PR and discussion:
https://github.com/microsoft/FLAML/issues/735
https://github.com/microsoft/FLAML/discussions/727
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