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Parrot

A neural network framework for emulating stellar population synthesis. Written in Julia.

Installation

First, please install Julia on your system by following the steps listed on the Julia website. This package is currently being developed and tested on Julia v1.6.

To install Parrot, open a Julia REPL and type ] (to enter the Pkg REPL) followed by:

(@v1.6) pkg> add https://github.com/elijahmathews/Parrot.jl.git

Or alternatively, run the following code directly at the Julia REPL:

julia> import Pkg; Pkg.add(url="https://github.com/elijahmathews/Parrot.jl.git")

Overview

At the moment, Parrot is in development, but the intent is to create a package that will aid in emulating stellar population synthesis (SPS) codes efficiently using neural networks. The package is currently being designed under the Flux machine learning ecosystem, and may be combined with Turing probabilistic programming library for SED inference.

Alsing
TransformPCA
ReconstructPCA
Normalize
Denormalize