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Feat/hyperparameter opt guide #1242
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hrzn
commented
Sep 24, 2022
- New notebook showcasing an example of hyperparameter search with Optuna
- New section in user guide on hyperparameter search
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Codecov ReportBase: 93.88% // Head: 93.87% // Decreases project coverage by
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Really cool stuff, thanks @hrzn !
Just added a few minor suggestions.
P.s. I wonder why TCNModel performs worse with the dayofweek cyclic encoder :D
Did you by any chance check if it performs similarly with the datetime attribute encoder?
View / edit / reply to this conversation on ReviewNB dennisbader commented on 2022-09-25T13:50:21Z This is a quite demanding requirements, -> This is a quite demanding task, |
View / edit / reply to this conversation on ReviewNB dennisbader commented on 2022-09-25T13:50:22Z isort:
%matplotlib inline |
View / edit / reply to this conversation on ReviewNB dennisbader commented on 2022-09-25T13:50:22Z it consists in using these hyperparameters to build a model -> it consists of using these hyperparameters to build a model |
Unfortunately I didn't experiment much with it. It's possible that this final config is still somewhat unlucky and using the dayofweek could still help a bit... Would be nice to try it out :) |
Co-authored-by: Dennis Bader <dennis.bader@gmx.ch>
Co-authored-by: Dennis Bader <dennis.bader@gmx.ch>
Co-authored-by: Dennis Bader <dennis.bader@gmx.ch>