TextPredictor#486

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Qiaochu-Song wants to merge 61 commits intomicrosoft:mainfrom

Qiaochu-Song:mxtextpredictor

Commits on Mar 15, 2022

Change readme to trigger test

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add dependencies for AG

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add user permission to test_notebook_example L81

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Commits on Mar 16, 2022

add mlflow dependency to setup

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add textpredictor estimator and test

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new estimator, no test file

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Update automl.py
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Update automl.py
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add test with gc, narrow down mxnet version

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Merge branch 'test_main' of github.com:Qiaochu-Song/FLAML into test_main

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skip test for py3.6 and win+py3.8, loose mxnet ver

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no ag on windows, remove mlflow dependency

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no ag on windows, remove mlflow dependency

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Commits on Mar 17, 2022

test with direct return

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debug without new test

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w/o os.environ setting in new test, direct return

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debug, import only in new test

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move new test to automl

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move new test to test/nlp/

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Commits on Mar 21, 2022

pass data with X_train

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Commits on Mar 24, 2022

pr fixes, debugging

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update with upstream

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Rename to MultimodalEstimator, pr fix

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remove comment

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Commits on Mar 25, 2022

Update data.py
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fix bug

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Merge branch 'new-test2' of github.com:Qiaochu-Song/FLAML into new-test2

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remove useless import

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remove useless import

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Merge branch 'new-test2' of github.com:Qiaochu-Song/FLAML into new-test2

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Commits on Mar 28, 2022

resolve conflict

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remove task mapping for AG

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Commits on Apr 13, 2022

use 0.5 threshold for text/cat inference

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Commits on Apr 14, 2022

add MM_TASKS; no preprocess on X; pass val_data for early stopping

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adjust testing data and raise budget

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Merge remote-tracking branch 'upstream/main' into new-test2

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shrink test toy data and budget

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change to regression test

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add metric to kwargs for mm in train_estimator, raise test budget

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Commits on Apr 15, 2022

use valid data if any for early stopping, raise test budget

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return to the original budget

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Commits on Apr 16, 2022

fix valid DF checking

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Commits on Apr 18, 2022

simplify isinstance in ml.py

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Merge remote-tracking branch 'upstream/main' into new-test2

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Commits on Apr 19, 2022

reduce text column and budget

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use only 4-row toy test data

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test 10s budget

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minimize test toy dataset

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shorter test sentence

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Commits on Apr 20, 2022

give enough test budget

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Commits on May 4, 2022

give enough test budget

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Commits on May 6, 2022

solve conflict

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Merge branch 'mxtextpredictor' of github.com:Qiaochu-Song/FLAML into new-test2

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Commits on May 12, 2022

add pytorch backend support

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Commits on May 19, 2022

set pytorch backend to default

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pytorch backend support only

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solve merge conflict

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test remove os and python ver constraints

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no support for python 3.6

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no support for python 3.6 or windows

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Commits on May 20, 2022

Merge branch 'main' into mxtextpredictor
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