WIP : Isotonic calibration

calibration module with platt and Isotonic calibration.

A few issues :

- [ ]  nice calibration plots
- [ ]  add tests for metrics
- [ ]  add narrative doc

Is it fine to average logs here? Don't you need extmath.logsumexp?
Would be nice to add the formula computed as a comment.