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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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### How would you describe the priority of this documentation request Critical (currently preventing usage) ### Is this for new documentation, or an update to existing docs? New ### Describe...

Documentation

### Version 1.2.0 ### On which installation method(s) does this occur? _No response_ ### Describe the issue ## Problem @nbren reported that the [UNet example](https://docs.nvidia.com/physicsnemo/latest/physicsnemo/api/models/modules.html#how-to-write-your-own-physicsnemo-model) in the documentation is not...

bug
Documentation

### How would you describe the priority of this documentation request Critical (currently preventing usage) ### Is this for new documentation, or an update to existing docs? New ### Describe...

Documentation

### 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 Critical (currently preventing...

enhancement

### 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 Critical (currently preventing...

enhancement

# PhysicsNeMo Pull Request ## Description Adds a generic Xarray-based dataloader (`XarrayDataset`) for CorrDiff. It is meant for users who have simple use cases and don't need/want to write their...

### Version 1.2.0 ### On which installation method(s) does this occur? _No response_ ### Describe the issue Hi I am working with the corrdiff model, which calls the stochastic_sampler class...

bug
? - 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

### Version 1.2.0 ### On which installation method(s) does this occur? _No response_ ### Describe the issue Hello, I've tried to validate cache files using validate_cache.py python validate_cache.py --config-path conf...

bug
? - Needs Triage
external

# PhysicsNeMo Pull Request ## Description **Note:** this PR is currently a draft and is open for feedback and suggestions. It will not be merged in its current form and...