Noah Golmant

Hello! Algorithm 1 from [this paper](https://arxiv.org/abs/1901.10159) has a mathematical description of the approach, and the authors then implemented it in the repo I linked above. I think the jax implementation...

I would like to continue discussing how to best implement this @nilsleh! I am new to torchgeo, but one challenge here is the current structure of the base `GeoDataset` abstraction....

Thanks for the clarifications and explanations @adamjstewart and @nilsleh! @adamjstewart, here I am referring to the `paths` field and `files` property in the base `GeoDataset` class, which in this instance...

@nilsleh here is a draft, not tested yet, curious to hear your thoughts! https://github.com/microsoft/torchgeo/compare/main...noahgolmant:torchgeo:noah/xarray?expand=1

As a first step, just gonna try incrementally updating the eigenvector estimates using the previous computations as the initialization

It's been a while since I thought about this feature, but that link is certainly helpful. Looking back on it, the GROUSE implementation could be modified to solve the least...

Add program parameters to select environments, gamma