Lstm: implement early stopping

[teubert]

Requirement Text Implement early stopping option for lstm

Suggested Solution Config param into from_data to indicate that you would like early stopping.

see https://keras.io/api/callbacks/early_stopping/

DoD

• [ ] Implement feature
• [ ] Add to example
• [ ] Add tests