Using custom learner with this framework

[puwarbv]

Hi, Thanks a lot for this awesome framework for active learning. I am quite new to programming. I wanted to ask if, I have to use my own custom learner , how can I use it in this framework. For example we initialize a learner as:

# Specify our active learning model.
learner = ActiveLearner(
  estimator=knn,

  X_training=X_train,
  y_training=y_train,

  query_strategy=preset_batch
)

However if I want to use my learner with let us suppose model from fylearn, how can I do it? If I have to make custom changes somewhere where should I do it? Or do I have to write code from scratch?

[cosmic-cortex]

Hi!

The only requirement for the model is to follow the scikit-learn API. Roughly speaking, it should have fit, predict and predict_proba methods. If fylearn learners satisfy it, in principle they should work.

Where exactly do you want to make custom changes? I am afraid I don't understand your question entirely.