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kdmayer / PV_Pipeline

PyTorch models and pipeline developed for "DeepSolar for Germany". For reference, the paper can found at https://ieeexplore.ieee.org/document/9203258
MIT License
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Reproducible environment with conda-lock #3

Closed Baschdl closed 2 years ago

Baschdl commented 2 years ago

I cannot reproduce your environment on a Ubuntu machine using the requirements.txt https://github.com/kdmayer/PV_Pipeline/blob/8ff5c0f14a5182af4a9add05f8b0400c7d0c8617/requirements.txt#L3-L7 as it includes osx-specific build names for the packages. Could you generate a new environment.yml using conda-lock instead of conda-export as its use is discouraged for reproducible environments?

I tried to just remove the build numbers using https://stackoverflow.com/a/56780297/3342058 but that didn't work. I guess one would need a matching OS, python version and conda version to be able to reproduce it.

kdmayer commented 2 years ago

Hi Baschdl,

Sure, I can look into that. In the meantime, I think it is easiest if you install the individual libraries manually. It should only be a handful of libraries that are actually needed to run this repo, i.e. torch, PIL, shapely, etc.

Hope that helps, Kevin