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5 Commits

Author SHA1 Message Date
Chi Wang
efd85b4c86
Deploy a new doc website (#338) 
A new documentation website. And:

* add actions for doc

* update docstr

* installation instructions for doc dev

* unify README and Getting Started

* rename notebook

* doc about best_model_for_estimator #340

* docstr for keep_search_state #340

* DNN

Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
Co-authored-by: Z.sk <shaokunzhang@psu.edu>
 2021-12-16 17:11:33 -08:00
Qingyun Wu
09e75c9b9c fix onlineaml docstr 2021-11-07 02:46:27 +00:00
Chi Wang
0d9439212f update docstr 2021-11-06 09:37:33 -07:00
Chi Wang
f48ca2618f
warning -> info for low cost partial config (#231) 
* warning -> info for low cost partial config
#195, #110

* when n_estimators < 0, use trained_estimator's

* log debug info

* test random seed

* remove "objective"; avoid ZeroDivisionError

* hp config to estimator params

* check type of searcher

* default n_jobs

* try import

* Update searchalgo_auto.py

* CLASSIFICATION

* auto_augment flag

* min_sample_size

* make catboost optional
 2021-10-08 16:09:43 -07:00
Qingyun Wu
0d3a0bfab6
Add ChaCha (#92) 
* pickle the AutoML object

* get best model per estimator

* test deberta

* stateless API

* pickle the AutoML object

* get best model per estimator

* test deberta

* stateless API

* prevent divide by zero

* test roberta

* BlendSearchTuner

* sync

* version number

* update gitignore

* delta time

* reindex columns when dropping int-indexed columns

* add seed

* add seed in Args

* merge

* init upload of ChaCha

* remove redundancy

* add back catboost

* improve AutoVW API

* set min_resource_lease in VWOnlineTrial

* docstr

* rename

* docstr

* add docstr

* improve API and documentation

* fix name

* docstr

* naming

* remove max_resource in scheduler

* add TODO in flow2

* remove redundancy in rearcher

* add input type

* adapt code from ray.tune

* move files

* naming

* documentation

* fix import error

* fix format issues

* remove cb in worse than test

* improve _generate_all_comb

* remove ray tune

* naming

* VowpalWabbitTrial

* import error

* import error

* merge test code

* scheduler import

* fix import

* remove

* import, minor bug and version

* Float or Categorical

* fix default

* add test_autovw.py

* add vowpalwabbit and openml

* lint

* reorg

* lint

* indent

* add autovw notebook

* update notebook

* update log msg and autovw notebook

* update autovw notebook

* update autovw notebook

* add available strings for model_select_policy

* string for metric

* Update vw format in flaml/onlineml/trial.py

Co-authored-by: olgavrou <olgavrou@gmail.com>

* make init_config optional

* add _setup_trial_runner and update notebook

* space

Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Qingyun Wu <qiw@microsoft.com>
Co-authored-by: olgavrou <olgavrou@gmail.com>
 2021-06-02 22:08:24 -04:00