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Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

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# Modulus Pull Request ## Description Closes https://github.com/NVIDIA/modulus/issues/464 ## Checklist - [ ] I am familiar with the [Contributing Guidelines](https://github.com/NVIDIA/modulus/blob/main/CONTRIBUTING.md). - [ ] New or existing tests cover these changes....

2 - In Progress

### Is this a new feature, an improvement, or a change to existing functionality? Improvement ### How would you describe the priority of this feature request Low (would be nice)...

enhancement
? - Needs Triage

### Is this a new feature, an improvement, or a change to existing functionality? Improvement ### How would you describe the priority of this feature request Critical (currently preventing usage)...

enhancement
? - Needs Triage

### Is this a new feature, an improvement, or a change to existing functionality? New Feature ### How would you describe the priority of this feature request Low (would be...

enhancement
? - Needs Triage

# Modulus Pull Request ## Description I forgot to include a commit when pushing the MHD example, which was also supposed to fixe the SWE PINO indexing incorrectly. This is...

4 - In Review

### Version 24.01 ### On which installation method(s) does this occur? Docker, Pip, Source ### Describe the issue After specifying the optimizer to be bfgs in config file, it overrides...

bug
? - Needs Triage

### Version 0.6.0 ### On which installation method(s) does this occur? _No response_ ### Describe the issue Similar to #489 - one needs to install `wandb` to use datapipes, including...

bug
? - Needs Triage

@mnabian Can we make an issue to refactor all these options to a common dataclass, which we can then instantiate with https://hydra.cc/docs/1.0/tutorials/structured_config/minimal_example/. Using a dataclass will allow automatic completion, a...

### Version 0.6.0 ### On which installation method(s) does this occur? Pip ### Describe the issue ``` ----> 1 from modulus.datapipes.climate.era5_hdf5 import ERA5HDF5Datapipe File /usr/local/lib/python3.10/dist-packages/modulus/datapipes/climate/__init__.py:17 1 # SPDX-FileCopyrightText: Copyright (c)...

bug
? - Needs Triage