https://github.com/atomicarchitects/basislib
Your favorite basis functions for equivariant models in one place. Code borrowed from e3x
Science Score: 13.0%
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Low similarity (3.3%) to scientific vocabulary
Last synced: 9 months ago
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Your favorite basis functions for equivariant models in one place. Code borrowed from e3x
Basic Info
Statistics
- Stars: 2
- Watchers: 2
- Forks: 2
- Open Issues: 1
- Releases: 0
Created about 2 years ago
· Last pushed almost 2 years ago
Metadata Files
Readme
License
README.md
BasisLib
Copy of Numpy-based basis functions utilities from e3x.
Useful external APIs:
BasisLib.so3.generate_clebsch_gordan_lookup_table: Current.npzcache supports uptolmax=30BasisLib.so3.generate_spherical_harmonics_lookup_table: Current.npzcache supports uptolmax=15
Refer to BasisLib.so3.spherical_harmonics and BasisLib.so3.clesch_gordan for their usage.
Workflow for generating more coefficients
bash
python -m BasisLib.so3.clebsch_gordan_lut --path $HOME/BasisLib/BasisLib/so3_clebsch_gordan_lut.npz --max_degree 50 --num_processes 47
Owner
- Name: The Atomic Architects
- Login: atomicarchitects
- Kind: organization
- Location: United States of America
- Website: https://atomicarchitects.github.io/
- Twitter: AtomArchitects
- Repositories: 2
- Profile: https://github.com/atomicarchitects
Research Group of Prof. Tess Smidt
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Dependencies
pyproject.toml
pypi
- absl-py *
- etils [epath]
- more_itertools *
- numpy *
- sympy *