Nvidia-physicsnemo

Added

Changed

Deprecated

Removed

Fixed

Security

Dependencies

Changed

- Update `inspect.getargspec` usage

Fixed

- Fix optimizer checkpoint loading errors

Dependencies

- Remove upper bound for Cython
- Add upper bound for numpoly (transitive dependency of chaospy)

Added

- Added devcontainer support.

Changed

- Speeds up CUDA extension build by about 3x.

Fixed

- Fix the area calculated for STL meshes.

Dependencies

- Relaxes versions for several dependencies.

Added

- AMP for derivatives.
- DALI based dataloader for Geometry module.
- Generalized PDE residual computing utility.
- Support for spatial gradients calculations using finite difference, meshless finite
difference, spectral and least squares methods.
- Add docs for SDF and relevant features for geometry module.

Dependencies

- Upgrade Sympy and Scikit-Learn versions.

Security

- Upgrade notebook, opencv-python and setuptools versions to fix CVEs GHSA-9q39-rmj3-p4r2,
GHSA-qr4w-53vh-m672, and GHSA-cx63-2mw6-8hw5 respectively.

Added

- Added inference notebook for Turbulence Super-resolution example.

Changed

- Warp based backed for STL geometry handling

Dependencies

- Update `timm` dependency
- Update minimum python version to 3.10

Added

- Added reservoir examples using GenAI and CCUS workflows.

Security

- Update OpenCV and Pillow versions to fix security