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13 Commits

Author SHA1 Message Date
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
Gian Pio Domiziani
068fb9f5c2
X.copy() in the process method (#78) 
* X.copy() in the transformer method.

* update version 0.3.4
 2021-04-23 17:14:29 -07:00
Gian Pio Domiziani
ad42889a3b
datetime columns preprocess for validation data fixed. (#73) 
* datetime columns preprocess for validation data fixed.

* code line formatted.
 2021-04-21 10:22:54 -04:00
Qingyun Wu
06045703bf
Lgbm w customized obj (#64) 
* add customized lgbm learner

* add comments

* fix format issue

* format

* OpenMLError

* add test

* add notebook

Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
 2021-04-10 21:14:28 -04:00
Chi Wang
97a7c114ee
Issue58 (#59) 
* iter per learner

* code cleanup
 2021-04-08 09:29:55 -07:00
Chi Wang
37d7518a4c
sample weight in xgboost (#54) 2021-03-31 22:11:56 -07:00
Chi Wang
ae5f8e5426
data validation (#45) 
* pickle the AutoML object

* get best model per estimator

* test deberta

* stateless API

* prevent divide by zero

* test roberta

* BlendSearchTuner

* delta time

* reindex columns when dropping int-indexed columns

* test drop columns and small training data

* param set for ensemble builder

* fillna on copy

Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>
 2021-03-19 09:50:47 -07:00
Chi Wang
4a8110c87b
pickle the AutoML object (#37) 
* pickle the AutoML object

* get best model per estimator

* test deberta

* stateless API

* Add Gitter badge (#41)

* prevent divide by zero

* test roberta

* BlendSearchTuner

Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>
Co-authored-by: The Gitter Badger <badger@gitter.im>
 2021-03-16 22:13:35 -07:00
Chi Wang
6ff0ed434b
v0.2.5 (#30) 
* test distillbert

* import check

* complete partial config

* None check

* init config is not suggested by bo

* badge

* notebook for lightgbm
 2021-02-22 22:10:41 -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
Chi Wang
cb5ce4e3a6
v0.1.3 Set default logging level to INFO (#14) 
* set default logging level to INFO

* remove unnecessary import

* API future compatibility

* add test for customized learner

* test dependency

Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>
 2020-12-15 08:10:43 -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