v1.1.1

LaplaceRedux v1.1.1

Diff since v1.1.0

Merged pull requests:

• Predicting using MLJ interface is slow (#123) (@pat-alt)

Closed issues:

• Predict is slow (#122)

v1.1.0

LaplaceRedux v1.1.0

Diff since v1.0.2

Changed

• Predict function now returns predictive distribution that includes observational noise estimates for regression. [#116]

Added

• Adds support for calibration. [#90]

Merged pull requests:

• 90 average calibration (#107) (@pasq-cat)
• 116 make plot and predict consistent (#118) (@pat-alt)

Closed issues:

• Add a function to compute the average calibration in utils.jl (#90)
• rounding the predicted mean up to the order of the most significative digit of the variance (#102)
• Compatibility issue with conformalprediction.jl and julia version 1.7 (#114)

v1.0.2

LaplaceRedux v1.0.2

Diff since v1.0.1

v1.0.1

LaplaceRedux v1.0.1

Diff since v1.0.0

Merged pull requests:

• CompatHelper: bump compat for MLJBase to 1, (keep existing compat) (#106) (@github-actions[bot])
• 108 compat entry for mljbase still causing automerge to fail it seems (#109) (@pat-alt)
• removed TaijaPLotting (#111) (@pat-alt)

Closed issues:

• Compat entry for MLJBase still causing automerge to fail it seems (#108)
• Compat for MLJBase still messing things up (#110)

v0.2.0

LaplaceRedux v0.2.0

Diff since v0.1.8

• Refactoring of the code base
• Updated docstrings and documentations

Breaking Changes

• The core Laplace struct is now composed of smaller structs for the prior, posterior and estimation parameters.

Merged pull requests:

• 84 update docs and docstrings (#85) (@pat-alt)

Closed issues:

• update docs and docstrings (#84)

v0.1.8

LaplaceRedux v0.1.8

Diff since v0.1.7

v0.1.7

LaplaceRedux v0.1.7

Diff since v0.1.6

Updates to docs

Merged pull requests:

• Some updates to the docs (#83) (@pat-alt)

Closed issues:

• predict method not differentiable using Zygote.jl (#7)
• Update docs (#37)

v0.1.6

LaplaceRedux v0.1.6

Diff since v0.1.5

• Fixes interoperability with CE.jl

Merged pull requests:

• yup, this has done it (#82) (@pat-alt)

Closed issues:

• Fix interoperability with CounterfactualExplanations.jl (#81)

v0.1.5

LaplaceRedux v0.1.5

Diff since v0.1.4

• adds quality assurance
• adds support for returning logits

Merged pull requests:

• 76 revise extended abstract (#77) (@pat-alt)
• 76 revise extended abstract (#78) (@pat-alt)
• 79 add aquajl (#80) (@pat-alt)

Closed issues:

• Revise extended abstract (#76)
• Add Aqua.jl (#79)

v0.1.4

LaplaceRedux v0.1.4

Diff since v0.1.3

Merged pull requests:

• 72 use quarto extension (#73) (@pat-alt)
• done (#75) (@pat-alt)

Closed issues:

• Compatibility with Flux 0.14 (#59)
• Add TaijaPlotting to docs env (#60)
• Use quarto extension (#72)
• remove nightly and add 1.10 (#74)