EvidentialFlux.jl

1.5.2 (2024-06-19)

Bug Fixes

• fixed a bug in the prediction function of MVE network. (fcada7d)

1.5.1 (2024-06-18)

Features

• Made explicit mu and sigma layers for MVE network. (97165ab)

Documentation

• added more docs. (7784a84)
• better workflow. (91ea4d7)
• cleaning up documentation and dead links. (c33b8f8)
• no idea why this fails. (f87fa9a)
• redeploying docs. (7fc8c65)
• updated documentation job. (9f6bc9f)

1.5.0 (2024-06-18)

Features

• Made explicit mu and sigma layers for MVE network. (97165ab)

Documentation

• added more docs. (7784a84)
• better workflow. (91ea4d7)
• cleaning up documentation and dead links. (c33b8f8)
• no idea why this fails. (f87fa9a)
• redeploying docs. (7fc8c65)
• updated documentation job. (9f6bc9f)

1.4.0 (2024-06-17)

Features

• Implemented Mean-variance network and cleaned up the dependencies. (448e865)

1.3.3 (2023-04-25)

Other

• Added automatic formatting check for SciML compliance. (3fe21d8)

Documentation

• Added a badge for the style compliance check. (8bdbee8)
• Added a DOI Zenodo badge. (ea3f035)
• small corrections (708f4b1)

Full Changelog: https://github.com/DoktorMike/EvidentialFlux.jl/compare/v1.3.1...v1.3.2

What's Changed

• Derfix by @DoktorMike in https://github.com/DoktorMike/EvidentialFlux.jl/pull/10

Full Changelog: https://github.com/DoktorMike/EvidentialFlux.jl/compare/v1.3.0...v1.3.1

1.3.0 (2022-07-19)

Features

• Implemented the DER correction 🥶 (450a76f), closes #9
• Updated regression example to produce something more useful and more inline with the paper. (8577d8e)

Documentation

• Added classification image to readme. (9b3f64f)
• Added documentation of the dirloss function. (e412f92)
• Added more text regarding the classification entry. (afb03d1)
• Added the documentation of the DIR layer. (736ea62)
• Added the regression case to the README. (5fb3060)
• Documented the Deep evidential classification. (f33f872)
• Updated the example for the second regression case to use a power of 2 in the loss. (ec2026b)

What's Changed

• CompatHelper: add new compat entry for Flux at version 0.13, (keep ex… by @DoktorMike in https://github.com/DoktorMike/EvidentialFlux.jl/pull/5
• Dirichlet by @DoktorMike in https://github.com/DoktorMike/EvidentialFlux.jl/pull/6

Full Changelog: https://github.com/DoktorMike/EvidentialFlux.jl/compare/v1.1.1...v1.2.0

What's Changed

• Evidencefunc by @DoktorMike in https://github.com/DoktorMike/EvidentialFlux/pull/4

New Contributors

• @DoktorMike made their first contribution in https://github.com/DoktorMike/EvidentialFlux/pull/4

Full Changelog: https://github.com/DoktorMike/EvidentialFlux/compare/v1.1.0...v1.1.1