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**Context**
I’d seen a higher AUROC (> 0.8) on a dataset in the logs printed out by one specific trial as in screenshot 1, but in the overall summary for the Hyperopt experiment, the higher AUROC was…
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Hi,
I am trying to use Hyperas for tuning and have this error. I posted this in Hyperopt as well since I am not sure what caused this issue. I have tried Keras 2.2.4, 2.2.2, 2.1.6, none of them sol…
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```
======================================================================
FAIL: test_basic (hyperopt.tests.test_domains.braninTester)
-----------------------------------------------------------------…
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Most of the methods in brainiak have hyperparameters that need to be tuned.
It would be useful to make hyperparameter optimization easy for practitioners to apply. There have been a few efforts to…
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Towards two directions:
1. early stopping. For some obviously inferior hyperparameter combination, it's possible to determine a stop at the early stage of training. For that, we could periodically co…
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Hello,
When running hyperopt (the function optimize) I raised the following exception:
```
Traceback (most recent call last):
File "hyperoptnn.py", line 151, in
optimize(trials)
File "hyper…
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From the hyperopt-sklearn example on a Windows machine, this line:
from hpsklearn import hyperopt_estimator, any_classifier
throws:
```
C:\Users\amw5g\Anaconda\lib\site-packages\hyperopt\base.py in I…
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Julia HP optimization packages:
- [ ] [Hyperopt](https://github.com/baggepinnen/Hyperopt.jl).jl @baggepinnen (Random search, Latin hypercube sampling, Bayesian opt)
- [ ] [TreeParzen](https://github…
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Hello, @nateemma!
I would appreciate if you share few recommendations about training data:
~~1. Should I have to train/hyperopt every classifier separately (NNTC_dwt_CNN, NNTC_dwt_GRU etc.) to mak…