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GitHub / xxxnell / temporal-smoothing

(AAAI 2021) Official TensorFlow implementation of "Vector Quantized Bayesian Neural Network Inference for Data Streams", a temporal smoothing for efficient uncertainty estimation

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xxxnell%2Ftemporal-smoothing

Stars: 19
Forks: 3
Open Issues: 1

License: apache-2.0
Language: Jupyter Notebook
Repo Size: 88.8 MB
Dependencies: 2

Created: almost 5 years ago
Updated: over 1 year ago
Last pushed: over 1 year ago
Last synced: about 1 year ago

Topics: bayesian-neural-networks, uncertainty, uncertainty-estimation, uncertainty-quantification

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    Readme
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    Dependencies
    requirements.txt pypi