Files

.github
Section-02-Hyperparamter-Overview
Section-03-Metrics
Section-04-Cross-Validation
Section-05-Basic-Search-Algorithms
Section-06-Bayesian-Optimization
Section-07-Other-SMBO-Models
Section-08-Multi-fidelity-Optimization
Section-10-Scikit-Optimize
Section-11-Hyperopt
Section-12-Optuna
- students-solutions
- 01-Search-algorithms.ipynb
- 02-Conditional-Spaces-Multiple-Models.ipynb
- 03-Optimizing-a-CNN.ipynb
- 04-Optimizing-a-CNN-extended.ipynb
- 05-Evaluating-the-search.ipynb
- 06-Enriching-the-search.ipynb
- 07-successive-halving-optuna.ipynb
- 08-Optimizing-a-CNN-with-ASHA.ipynb
- 09-hperband.ipynb
- cnn_study.db
- cnn_study_2.db
_for_slides
.gitignore
LICENSE
README.md
SAVE_DATASETS_HERE.txt
course-banner.png
logo.png
requirements.txt

Section-12-Optuna

update code 2024 (solegalli#5 )

Sep 24, 2024

3ad6a16 · Sep 24, 2024

This branch is up to date with solegalli/hyperparameter-optimization:master.

Name		Name	Last commit message	Last commit date
parent directory ..
students-solutions		students-solutions	update code 2024 (solegalli#5 )	Sep 24, 2024
01-Search-algorithms.ipynb		01-Search-algorithms.ipynb	update code 2024 (solegalli#5 )	Sep 24, 2024
02-Conditional-Spaces-Multiple-Models.ipynb		02-Conditional-Spaces-Multiple-Models.ipynb	update code 2024 (solegalli#5 )	Sep 24, 2024
03-Optimizing-a-CNN.ipynb		03-Optimizing-a-CNN.ipynb	update code 2024 (solegalli#5 )	Sep 24, 2024
04-Optimizing-a-CNN-extended.ipynb		04-Optimizing-a-CNN-extended.ipynb	update code 2024 (solegalli#5 )	Sep 24, 2024
05-Evaluating-the-search.ipynb		05-Evaluating-the-search.ipynb	update code 2024 (solegalli#5 )	Sep 24, 2024
06-Enriching-the-search.ipynb		06-Enriching-the-search.ipynb	update code 2024 (solegalli#5 )	Sep 24, 2024
07-successive-halving-optuna.ipynb		07-successive-halving-optuna.ipynb	update code 2024 (solegalli#5 )	Sep 24, 2024
08-Optimizing-a-CNN-with-ASHA.ipynb		08-Optimizing-a-CNN-with-ASHA.ipynb	update code 2024 (solegalli#5 )	Sep 24, 2024
09-hperband.ipynb		09-hperband.ipynb	update code 2024 (solegalli#5 )	Sep 24, 2024
cnn_study.db		cnn_study.db	update code 2024 (solegalli#5 )	Sep 24, 2024
cnn_study_2.db		cnn_study_2.db	update code 2024 (solegalli#5 )	Sep 24, 2024