Neuraxio / Neuraxle

The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning production pipelines. Let your pipeline steps have hyperparameter spaces. Design steps in your pipeline like components. Compatible with Scikit-Learn, TensorFlow, and most other libraries, frameworks and MLOps environments.
https://www.neuraxle.org/
Apache License 2.0
608 stars 62 forks source link

Feature: Database Hyperparam Repository `DatabaseHyperparamRepository` #496

Closed guillaume-chevalier closed 2 years ago

guillaume-chevalier commented 3 years ago

Is your feature request related to a problem? Please describe. Have an InDatabaseHyperparamRepository

Describe the solution you'd like Ability to connect to a database to save hyperparameters. Ideally various and different sql database types.

Describe alternatives you've considered x

Additional context would be nice for the hyperparams visualizations to be in the cloud

guillaume-chevalier commented 3 years ago

Idea: sqlalchemy