8 Commits

Author SHA1 Message Date
Gian Pio Domiziani
c4c15f533f
datetime feature engineering added. (#89)
* datetime feature engineering added.

* check if datetime in columns moved after drop check. Check if the new columns do not already exist.

* check the drop condition before to add new_column. In transform, check directly if new columns are present in num_column.

* check if new_column is in X.columns.

* fixed lint issue. update version to 0.4.1.
2021-05-25 08:30:08 -07:00
Chi Wang
0b23c3a028
stepsize (#86)
* decrease step size in suggest

* initialization of the counters

* increase step size

* init phase

* check converge in suggest
2021-05-06 21:29:38 -07:00
Gian Pio Domiziani
730fd14ef6
micro/macro f1 metrics added. (#80)
* micro/macro f1 metrics added.

* format lines.
2021-04-26 14:50:41 -04:00
Chi Wang
97a7c114ee
Issue58 (#59)
* iter per learner

* code cleanup
2021-04-08 09:29:55 -07:00
Chi Wang (MSR)
14d59effbe bug fix 2021-02-05 22:45:02 -08:00
Chi Wang
776aa55189
V0.2.2 (#19)
* v0.2.2

separate the HPO part into the module flaml.tune
enhanced implementation of FLOW^2, CFO and BlendSearch
support parallel tuning using ray tune
add support for sample_weight and generic fit arguments
enable mlflow logging

Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>
Co-authored-by: qingyun-wu <qw2ky@virginia.edu>
2021-02-05 21:41:14 -08:00
Eric Zhu
4ce908f42e
Fix #11; add tests for training log and python logger (#12) 2020-12-14 23:10:03 -08:00
Chi Wang (MSR)
492990655d v0.1.0 2020-12-04 09:40:27 -08:00