Open teabolt opened 4 years ago
The explain_prediction_keras function (https://github.com/TeamHG-Memex/eli5/pull/325) takes a doc argument that is the input to a Keras model. Currently doc must be a numpy array.
explain_prediction_keras
doc
It would be nice to support other types for doc, not just numpy arrays. See https://github.com/keras-team/keras/blob/ed07472bc5fc985982db355135d37059a1f887a9/keras/engine/training.py#L1315 or https://keras.io/models/sequential/#predict for a list of what types input Keras models can accept.
In particular for text it would be nice to support input in a Python list (for example keras.preprocessing.sequence.pad_sequences can return lists).
list
keras.preprocessing.sequence.pad_sequences
The
explain_prediction_kerasfunction (https://github.com/TeamHG-Memex/eli5/pull/325) takes adocargument that is the input to a Keras model. Currentlydocmust be a numpy array.It would be nice to support other types for
doc, not just numpy arrays. See https://github.com/keras-team/keras/blob/ed07472bc5fc985982db355135d37059a1f887a9/keras/engine/training.py#L1315 or https://keras.io/models/sequential/#predict for a list of what types input Keras models can accept.In particular for text it would be nice to support input in a Python
list(for examplekeras.preprocessing.sequence.pad_sequencescan return lists).