Autokeras: feature_request: support for seq models: RNN, LSTM, GRU

[mark-watson]

Feature Description

Support for RNN, specifically LSTM and/or GRU - I might be willing to help implement in autokeras

Reason

Much of my work involves RNN, specifically LSTM and GRU, and I am sure that many other potential autokeras users would be interested in sequence model support also.

Solution

I suggest initially just supporting LSTM since LSTM cover GRU use cases, with a slight cost in model complexity and training time.

Alternative Solutions

none

Additional Context

Please reach out to me if you would like help implementing this.

[slavakurilyak]

Inspiration: Microsoft's nni, an AutoML toolkit for neural architecture search, already supports sequential models.

[illcat]

Is there a plan to add RNN?

[stale[bot]]

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

[anuraagvaidya]

I agree. We need AutoKeras for sequential models.

[anuraagvaidya]

Feature Description

Support for RNN, specifically LSTM and/or GRU - I might be willing to help implement in autokeras

Reason

Much of my work involves RNN, specifically LSTM and GRU, and I am sure that many other potential autokeras users would be interested in sequence model support also.

Solution

I suggest initially just supporting LSTM since LSTM cover GRU use cases, with a slight cost in model complexity and training time.

Alternative Solutions

none

Additional Context

Please reach out to me if you would like help implementing this.

Seems that the support is present.
https://github.com/keras-team/autokeras/issues/696