hyperparameter_tuning
Differences
This shows you the differences between two versions of the page.
| Next revision | Previous revision | ||
|
hyperparameter_tuning [2018/10/30 03:23] 107.179.252.248 created |
hyperparameter_tuning [2023/10/10 07:20] (current) 176.240.124.245 [Recommended Tools] |
||
|---|---|---|---|
| Line 1: | Line 1: | ||
| - | ====== Hyperparameter Tuning ====== | + | {{keywords>Hyperparameter Tuning}} |
| + | |||
| + | <title classes #id> | ||
| + | Hyperparameter Tuning | ||
| + | </title> | ||
| ===== Recommended Reading ===== | ===== Recommended Reading ===== | ||
| Line 5: | Line 9: | ||
| * [[https://papers.nips.cc/paper/4443-algorithms-for-hyper-parameter-optimization.pdf|Algorithms for Hyper-Parameter Optimization]] by Bergstra et al. (NIPS, 2011) | * [[https://papers.nips.cc/paper/4443-algorithms-for-hyper-parameter-optimization.pdf|Algorithms for Hyper-Parameter Optimization]] by Bergstra et al. (NIPS, 2011) | ||
| * [[https://www.jeremyjordan.me/hyperparameter-tuning/|Hyperparameter tuning for machine learning models]] by Jeremy Jordan | * [[https://www.jeremyjordan.me/hyperparameter-tuning/|Hyperparameter tuning for machine learning models]] by Jeremy Jordan | ||
| - | * [[https://www.datacamp.com/community/tutorials/parameter-optimization-machine-learning-models|Hyperparameter Optimization in Machine Learning Models]] by | + | * [[https://www.datacamp.com/community/tutorials/parameter-optimization-machine-learning-models|Hyperparameter Optimization in Machine Learning Models]] by Sayak Paul |
| - | Sayak Paul | + | |
| ===== Recommended Watching ===== | ===== Recommended Watching ===== | ||
| Line 18: | Line 21: | ||
| * [[https://github.com/EpistasisLab/tpot|TPOT]] | * [[https://github.com/EpistasisLab/tpot|TPOT]] | ||
| * [[https://github.com/maxpumperla/hyperas|hyperas]] | * [[https://github.com/maxpumperla/hyperas|hyperas]] | ||
| + | * [[https://github.com/optuna/optuna|Optuna]] | ||
Page Tools
Except where otherwise noted, content on this wiki is licensed under the following license: CC Attribution-Share Alike 4.0 International
