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### Motivation
The current Optuna's Keras callback has been deprecated since the Keras 2.4 release which was identical to `tf.keras`. However, Keras 3.0 supports multiple DL frameworks (PyTorch, ja…
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### Checklist
- [ ] The issue exists after disabling all extensions
- [ ] The issue exists on a clean installation of webui
- [ ] The issue is caused by an extension, but I believe it is caused by a …
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I know there are a couple other issues that mention this problem, but it's gotten messy with suggestions it's related to categorical_feature setting and other stuff. Here is clean MRE.
d9a96c90cb47…
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## Expected behavior
In https://github.com/optuna/optuna-examples/blob/main/lightgbm/lightgbm_integration.py, the reported intermediate values should be the same metric as the objective val…
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* **I'm s…
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## Background
- 최적의 결과를 내는 모델 찾기
## Todo
- [x] 파라미터 튜닝
- [x] 앙상블
- [ ] 변수 선택
- [ ]
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- [x] get github setup
- [x] get git setup locally (https://git-scm.com/download/win)
- [x] get a colabatory notebook saved in github
- [x] go through git workflow
- [x] git add, git commit, gi…
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### Describe the bug
Model Training Issue on Intel PyTorch with XPU Device - Native API Error
Description:
Due to confidentiality reasons, I cannot upload my data. However, I have provided my c…
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### What is the problem?
```python
import ray
from sklearn.model_selection import train_test_split
from sklearn.linear_model import SGDClassifier
from sklearn.datasets import make_classificat…
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```
Linear algorithm was disabled.
AutoML directory: AutoML_1
The task is regression with evaluation metric r2
AutoML will use algorithms: ['Random Forest', 'LightGBM', 'Xgboost', 'CatBoost', 'Neu…