Chapter: Database

In this chapter, we introduce you to the PyAutoFit’s database functionality that allows one to output all model-fitting results to a relational database. This means model-fits to large datasets can then be loaded and inspected in a Jupyter notebook.

You can start the tutorials right now by going to our binder and navigating to the folder notebooks/howtofit/chapter_database. They are also on the autofit_workspace.

The chapter contains the following tutorials:

Tutorial 1: Fitting Multiple Datasets - Fitting a model to multiple similar datasets.

Tutorial 2: Aggregator - Loading large libraries of results using in-built database tools.

Tutorial 3: Querying - Filtering the loaded results to find specific results of interest.

Tutorial 4: Data and Models - Replotting the model, data and fits of a set of results.