notebook example (#189)

* config in result

* value can be float

* pytorch notebook example

* docker, pre-commit

* max_failure (#192); early_stop

* extend starting_points (#196)

Co-authored-by: Chi Wang (MSR) <wang.chi@microsoft.com>
Co-authored-by: Qingyun Wu <qw2ky@virginia.edu>