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GitHub / materialsvirtuallab / garnetdnn
This repo implements a web application utilizing a deep neural network to predict the formation energies and stability of garnet crystals.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/materialsvirtuallab%2Fgarnetdnn
Stars: 32
Forks: 7
Open Issues: 4
License: bsd-3-clause
Language: Python
Repo Size: 112 MB
Dependencies:
10
Created: over 6 years ago
Updated: 7 months ago
Last pushed: about 1 year ago
Last synced: 27 days ago
Files
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Readme
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Dependencies
requirements.txt
pypi
- Flask ==2.2.0
- h5py ==3.7.0
- monty ==2022.4.26
- pandas ==1.4.3
- pymatgen ==2022.5.26
- ruamel.yaml ==0.17.21
- scikit-learn ==1.1.1
- tensorflow ==2.9.1