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ngiann authored Aug 19, 2024
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Implementation of the $\mbox{GPLVM}_+$ model presented in *Positive and Scale Invariant Gaussian Process Latent Variable Model for Astronomical Spectra, ESANN 2024*.

Below we show an example of how to use the model with a dataset of 72 images that are made available via the package [GPLVMplusData.jl](https://github.com/HITS-AIN/GPLVMplusData.jl).
Below we show two examples of how to use the model with a dataset of 72 images that are made available via the package [GPLVMplusData.jl](https://github.com/HITS-AIN/GPLVMplusData.jl).

## Experiment 1

In this experiment we run the model on the downsampled images setting the low-dimensional space to $Q=2$ dimensions.

```
using GPLVMplus
using GPLVMplusData # must be independently installed
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