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GitHub / Nandarhline / BayesianNN
Implementation of BNNs for virtual monitoring (offshore wind farms) and uncertainty quantification
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nandarhline%2FBayesianNN
Stars: 2
Forks: 1
Open Issues: 0
License: cc0-1.0
Language: Jupyter Notebook
Repo Size: 2.69 MB
Dependencies:
14
Created: almost 2 years ago
Updated: about 1 year ago
Last pushed: 9 months ago
Last synced: 9 months ago
Topics: bayesian-neural-networks, offshore-wind, structural-health-monitoring, uncertainty-quantification
Files
Dependencies
- colorama ==0.4.3
- h5py ==2.10.0
- ipykernel ==5.3.2
- ipython ==7.16.1
- ipython_genutils ==0.2.0
- keras ==2.7.0
- keras-preprocessing ==1.1.2
- matplotlib ==3.2.2
- numpy ==1.18.5
- pandas ==1.0.5
- scikit-learn ==1.0.1
- scipy ==1.6.2
- tensorflow ==2.7.0
- tensorflow-probability ==0.14.1