Optuna 2.10.0-foss-2021b

Optuna is an automatic hyperparameter optimization software framework, particularly designed for machine learning. It features an imperative, define-by-run style user API. Thanks to our define-by-run API, the code written with Optuna enjoys high modularity, and the user of Optuna can dynamically construct the search spaces for the hyperparameters.

Accessing Optuna 2.10.0-foss-2021b

To load the module for Optuna 2.10.0-foss-2021b please use this command on the BEAR systems (BlueBEAR, BEARCloud VMs, and CaStLeS VMs):

module load Optuna/2.10.0-foss-2021b

BEAR Apps Version

2021a

Extensions

  • alembic 1.7.5
  • autopage 0.5.0
  • cliff 3.10.0
  • cmaes 0.8.2
  • cmd2 2.3.3
  • colorlog 6.6.0
  • Deprecated 1.2.13
  • greenlet 1.1.2
  • Mako 1.1.6
  • optuna 2.10.0
  • prettytable 3.1.1
  • pyperclip 1.8.2
  • redis 4.1.1
  • SQLAlchemy 1.4.31
  • stevedore 3.5.0
  • wrapt 1.13.3

More Information

For more information visit the Optuna website.

Dependencies

This version of Optuna has a direct dependency on: foss/2021b matplotlib/3.4.3-foss-2021b plotly.py/5.4.0-GCCcore-11.2.0 Python/3.9.6-GCCcore-11.2.0 PyYAML/5.4.1-GCCcore-11.2.0 Redis/6.2.6-GCC-11.2.0 scikit-learn/1.0.1-foss-2021b SciPy-bundle/2021.10-foss-2021b tqdm/4.62.3-GCCcore-11.2.0

Last modified on 12th July 2022