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GitHub / materialsvirtuallab / m3gnet
Materials graph network with 3-body interactions featuring a DFT surrogate crystal relaxer and a state-of-the-art property predictor.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/materialsvirtuallab%2Fm3gnet
Stars: 208
Forks: 56
Open Issues: 15
License: bsd-3-clause
Language: Python
Repo Size: 2.27 MB
Dependencies:
27
Created: over 2 years ago
Updated: 30 days ago
Last pushed: 11 months ago
Last synced: 28 days ago
Topics: deep-learning, graph, machine-learning, materials-science, neural-network
Files
Dependencies
- black *
- coverage ==6.2
- coveralls ==3.3.1
- flake8 *
- mypy *
- pycodestyle *
- pydocstyle *
- pylint *
- pytest ==7.1.2
- pytest-cov ==3.0.0
- types-tabulate ==0.8.3
- ase ==3.22.0
- cython ==0.29.26
- protobuf ==3.20.0
- pymatgen ==2022.4.19
- tensorflow ==2.9.0
- actions/checkout v3 composite
- actions/setup-python v4 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite