Issue 159 add keras.sequential callbacks#163
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Resolve #159
Resolve #161
Add support for callbacks and some of the other fit arguments that were not supported.
Some arguments have been intentionally kept out because they do not fit entirely the MLBlocks arguments scenarios. They can be added in a later PR if they become necessary.
An LSTMTextClassifier pipeline has been added with an example that introduces an EarlyStopping Callback as an optional init_argument.