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Sometimes there are some hyperparameter combinations that provoke errors, so we know that those are bad values, but we don't have any score to pass to the tuner.
Should we implement a way to pass t…
csala updated
5 years ago
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Hi, I tried the script of the model Crossformer on the PEMS dataset, but the results I got are so different (considerable drops) compared with those reported in the paper, is there something wrong? By…
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I'm currently working with GPyOpt to optimize hyperparameters of a neural network with Bayesian Optimization.
I just came to the idea, that you could define the bounds in a way, that you hand over hy…
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Thanks a lot for the effort to release the code-base. I am trying to reproduce the results from the paper, however I am finding lower performance that what was reported in the paper on most of the dat…
melfm updated
4 weeks ago
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### Willingness to contribute
Yes. I can contribute this feature independently.
### Proposal Summary
I propose to either:
1. Allow reconfiguring the UI of an MLFlow instance to treat some ot…
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### Title
PHOTONAI
### Short description and the goals for the OHBM BrainHack
## INTRODUCTION
With photonai, we have designed a machine learning software that abstracts and condenses machine learn…
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**Describe the bug**
I used a keras-tuner to search for best hyperparameters on model with 4 different variables. The objective was for the val_loss to go down and below is the summary of tuner sea…
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Is there a way to have a hierarchicaly structured configuration space such include arrays or dicts of scalar variables?
For example to group say 5 float hyperparameters in a single array variable?
mhlr updated
3 months ago
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"Getting started with KerasTuner" prominently mentions conditional hyperparameters:
https://github.com/keras-team/keras-io/blob/0be9a38b96e8dd85bc525a74babb614f38b179c7/guides/keras_tuner/getting_s…
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Problem:
RStudio crashes when tuning Catboost with GPU using treesnip and tidymodels.
This seems to happen for certain set of hyperparameters. The first two sets in the screenshot below runs just …