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Recommendations and Results from Autotune
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Explore tools that can help find the sensitivity of a parameter. #34

Open kusumachalasani opened 2 years ago

kusumachalasani commented 2 years ago

Goal : Explore available libraries to find the sensitivity of a parameter.

Tools available:

SALib uncertainpy savvy optuna.importance

kusumachalasani commented 2 years ago

Explored on SALib tool. Went through Optuna Visualization tool to measure the importance of each hyperparameter.

kusumachalasani commented 2 years ago

Require more analysis, moving it to next sprint.

kusumachalasani commented 2 years ago

Explored optuna.importance.