Marco Cerliani

**fit_params and **predict_params

4

Why not allow the usage of fit_params and predict_params of the estimator in .fit(...) and .predict(...)? Is there a special reason behind this choice? The implementation of this should be...

Is there the opportunity to bypass some specific function arguments when caching? An example of desired functionality is fulfilled by [joblib](https://joblib.readthedocs.io/en/latest/memory.html#ignoring-some-arguments)

I run the link of your colab notebook as is and I receive the following AssertionError at every run ``` [W 2020-07-02 16:28:05,165] Setting status of trial#0 as TrialState.FAIL because...