spectracles 0.5.5

Unified spectrospatial models: glasses for your spectra.

Unified spectrospatial models for integral field spectroscopy in jax

Glasses for your spectra

Spectracles is a Python library for inferring properties of IFU/IFS spectra as continuous functions of sky position.

It can also be used as a general-purpose statistical model library that extends equinox to allow for composable models that may have coupled parameters. It also implements some other nice features that are a bit awkward in equinox out of the box, like easily updating model parameters between fixed and varying.

Installation

Easiest is from PyPI either with pip

pip install spectracles

or uv (recommended)

uv add spectracles

Or, you can clone and build from source

git clone [e-mail]:TomHilder/spectracles.git
cd spectracles
pip install -e .

Important: fftw must be installed or the required dependencyjax-finufft will fail to build.

Usage

TODO

Citation

TODO

Help

TODO

TODO

• Relax version requirements from being strictly my environment (which is very up-to-date)
• Migrate some stuff from the model subpackage to a new subpackage called spectroscopy or something, idea to separate generic modelling stuff from applied spectrospatial models stuff
• Instead of replacing shared leaves with 0, replace with some class/object instead
• Nicer __repr__ for ShareModule that actually says the memory address
• Add memory address to the top of print_model_tree
• Support tuples, lists and dicts of models as attributes of models
• Handle non-odd number of modes
• Write better tests
• Rigorously type check the tests