7 Commits

Author SHA1 Message Date
Chi Wang
b7a91e0385
V0.3.0 (#55)
* flaml v0.3

* low cost partial config
2021-04-06 11:37:52 -07:00
Chi Wang
37d7518a4c
sample weight in xgboost (#54) 2021-03-31 22:11:56 -07:00
Chi Wang
f28d093522
v0.2.10 (#51)
* increase search space

* None check
2021-03-28 17:54:25 -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 (MSR)
20ce01b33d criterion is categorical hp 2021-02-09 15:47:01 -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 (MSR)
492990655d v0.1.0 2020-12-04 09:40:27 -08:00