Improve saving and loading of models #69
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stes
requested changes
Sep 13, 2023
Co-authored-by: Steffen Schneider <steffen@bethgelab.org>
Co-authored-by: Steffen Schneider <steffen@bethgelab.org>
Co-authored-by: Steffen Schneider <steffen@bethgelab.org>
Co-authored-by: Steffen Schneider <steffen@bethgelab.org>
MMathisLab
requested changes
Sep 13, 2023
This was referenced Sep 14, 2023
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stes
approved these changes
Oct 1, 2023
- refine message on fxn
MMathisLab
approved these changes
Oct 2, 2023
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Improve model saving in the sklearn API to ensure future compatibility and safety. Currently, we save the entire object using torch.save, which may cause issues with different CEBRA versions. This pull request (PR) tackles this problem by suggesting a solution that involves saving only the model weights and all the arguments used, allowing for complete reconstruction of the CEBRA object at loading time.
Fix https://github.com/AdaptiveMotorControlLab/CEBRA-dev/pull/643
Fix #33
Fix https://github.com/AdaptiveMotorControlLab/CEBRA-dev/issues/623