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Optuna hyperparameter optimization tutorial #178

Merged
merged 115 commits into from
Apr 25, 2023
Merged

Optuna hyperparameter optimization tutorial #178

merged 115 commits into from
Apr 25, 2023

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tztsai
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@tztsai tztsai commented Apr 8, 2023

Updated distributions in "distribution.py", added an optuna util file and Tutorial 8 on using optuna for HPO.

Checklist

TZCai and others added 30 commits March 1, 2023 22:59
first commit for the addition of the TabDDPM plugin
2ecba4f
Add DDPM test script and update DDPM plugin
fed898b
add TabDDPM class and refactor
34979cf
handle discrete cols and label generation
0abdc01
add hparam space and update tests of DDPM
405a052
debug and test DDPM
0e36041
update TensorDataLoader and training loop
fc9cee0
clear bugs
d8b57ad
debug for regression tasks
92dcc32
debug for regression tasks; ALL TESTS PASSED
0b9d0e3
Merge branch 'tab_ddpm' of https://github.com/TZTsai/synthcity into t…
6e6fe41 
…ab_ddpm
remove the official repo of TabDDPM
bb98229
passed all pre-commit checks
b4486a4
convert assert to conditional AssertionErrors
2a9aa2a
added an auto annotation tool
246cd5b
update auto-anno and generate annotations
f458bb4
remove auto-anno and flake8 noqa
137c176
add python<3.9 compatible annotations
6c4af11
remove star import
191cdcc
replace builtin type annos to typing annos
9349a66
resolve py38 compatibility issue
02579e9
tests/plugins/generic/test_ddpm.py
f930bc0
change TabDDPM method signatures
3cf73d7
remove Iterator subscription
5d37c4b
update AssertionErrors, add EarlyStop callback, removed additional ML…
681ba60 
…P, update logging
@bcebere
Merge branch 'main' into tab_ddpm
bcbc131
remove TensorDataLoader, update test_ddpm
a9438dc
update EarlyStopping
52be80f
add TabDDPM tutorial, update TabDDPM plugin and encoders
794ebd6
add TabDDPM tutorial
bcdce4b
@tztsai
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tztsai commented Apr 18, 2023

@bcebere @robsdavis There seems to be a dependency issue when testing. It failed to import torch. Could you help check it?

@HLasse
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HLasse commented Apr 24, 2023

Thanks a lot for this - it's very timely :) is there an ETA for when this will get merged? Would be extremely useful for me

@robsdavis
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Thanks @tztsai for another great contribution!

@robsdavis robsdavis merged commit 46f83ad into vanderschaarlab:main Apr 25, 2023
@robsdavis robsdavis mentioned this pull request Apr 25, 2023
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@bcebere bcebere bcebere approved these changes

@robsdavis robsdavis robsdavis approved these changes

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4 participants
@tztsai @robsdavis @HLasse @bcebere