https://github.com/jw3126/evidentialdeeplearning.jl

Evidential deep learning in julia
https://github.com/jw3126/evidentialdeeplearning.jl

bayesian-inference julia machine-learning

Last synced: about 1 year ago
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Evidential deep learning in julia

• Host: GitHub
• URL: https://github.com/jw3126/evidentialdeeplearning.jl
• Owner: jw3126
• License: mit
• Created: 2021-09-01T07:23:39.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2021-11-23T01:04:00.000Z (over 4 years ago)
• Last Synced: 2025-02-10T12:35:48.645Z (over 1 year ago)
• Topics: bayesian-inference, julia, machine-learning
• Language: Julia
• Homepage:
• Size: 617 KB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# EvidentialDeepLearning

[![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://jw3126.github.io/EvidentialDeepLearning.jl/stable)

[![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://jw3126.github.io/EvidentialDeepLearning.jl/dev)

[![Build Status](https://github.com/jw3126/EvidentialDeepLearning.jl/workflows/CI/badge.svg)](https://github.com/jw3126/EvidentialDeepLearning.jl/actions)

[![Coverage](https://codecov.io/gh/jw3126/EvidentialDeepLearning.jl/branch/master/graph/badge.svg)](https://codecov.io/gh/jw3126/EvidentialDeepLearning.jl)

[EvidentialDeepLearning.jl](https://github.com/jw3126/EvidentialDeepLearning.jl) aims to bring [evidential-deep-learning](https://github.com/aamini/evidential-deep-learning) to Julia.

# Acknowledgement

All the good ideas in this package are taken from:

* [evidential-deep-learning](https://github.com/aamini/evidential-deep-learning)

* [Evidential Deep Learning to Quantify Classification Uncertainty](https://arxiv.org/abs/1806.01768)

* [Deep Evidential Regression](https://arxiv.org/abs/1910.02600)

* [MIT 6.S191: Evidential Deep Learning and Uncertainty](https://www.youtube.com/watch?v=toTcf7tZK8c)