Examples of using Moose

Moose is meant to be simple, leaving it up to you how you'd like to integrate in your workflow.

To give you some inspiration on getting started, we have a number of examples.

These examples all demonstrate how you could use Moose to fit emission spectra and (interactively) plot the results with different backends.

You can find the source files for the interactive notebooks and sample files via this link.

If you want to try them out immediately, check out the live environment via Binder:

Examples have additional dependencies

Note however that these examples may rely on additional dependencies, that need to be installed in your environment if you want to execute them yourself.

See the getting started page on how to install these alongside Moose.

However, if you use the examples hosted with Binder you can get started immediately.

Interactive plotting examples

Interactive viewing and fitting of data is a common scenario where Moose may be helpful.

These examples demonstrate how you could use different plotting backends to achieve this.

• Interactive Bokeh
• Interactive Plotly
• Interactive Matplotlib
• Different fitting backends
• Parallel fitting with Dask
• Spectra with multiple species

Interactive features only work locally

While some degree of interaction is possible from your browser, these example notebooks must be run (locally) in a python environment to do everything. You can find these example notebooks and the used data in the docs/examples folder of the git repository.

Most of these examples rely on lmfit to perform the fitting of the spectra.

The fitting is started via the cb_fit function, which is a callback that is invoked when pressing the Fit button in the simple UI that is created for most of the examples.