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- Using HyperparameterHunter with the recently released Keras version 2.3.0 raises metaclass conflict error, breaking Keras compatibility
- **TEMPORARY WORKAROUND: Use Keras 2.2.5**
## Error Trace…
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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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Hello!
I started training a prophet model for a timeseries forecasting problem, and once I started training & searching for the best hyperparameters I get the following output in terminal:
`
cm…
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I've run into a somewhat weird case where optimizing the kernel parameters leads to very high values of variance with both RBF and Matern52 kernel. Regardless if I normalize the inputs, I get about th…
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### Search before asking
- [X] I have searched the YOLOv5 [issues](https://github.com/ultralytics/yolov5/issues) and [discussions](https://github.com/ultralytics/yolov5/discussions) and found no simi…
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I currently have the problem that, a lot of times, the results Optuna optimization produces are not really too optimal, due to the stochastic nature of RL training. For example, training 3 agents with…
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I am currently using MMDetection and tracking the results on Clearml. The hyper parameters are not located under `/` but in `/` instead.
Following the [guide](https://clear.ml/docs/latest/docs/guid…
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```
def optimize_hyperparameters(model, criterion, model_type):
optimizer = setup_bayesian_optimization(model, criterion, model_type)
best_params = optimizer.x
return best_params
```
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I am using Bayesian Optimization to tune but the search got stuck in the same configuration, repeating it over and over again without trying new combinations. I am not using early stopping.
```
Sear…
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- [ ] Hyperparameters optimization for masker and painter respectively
- [ ] Try adding WD data (keep Unity as well)
- [ ] Learning rate decaying
- [ ] Curate and add new flood data for paint…