all sorted

Project.toml

@@ -18,26 +18,29 @@ Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
 Tables = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
 Tullio = "bc48ee85-29a4-5162-ae0b-a64e1601d4bc"
 Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
-cuDNN = "02a925ec-e4fe-4b08-9a7e-0d78e3d38ccd"
 
 [compat]
+Aqua = "0.8"
 Compat = "4.7.0"
 ComputationalResources = "0.3.2"
-cuDNN = "1"
 Flux = "0.12, 0.13, 0.14"
+LinearAlgebra = "1.6, 1.7, 1.8, 1.9, 1.10"
 MLJFlux = "0.2.10, 0.3, 0.4"
 MLJModelInterface = "1.8.0"
 MLUtils = "0.4.3"
 Parameters = "0.12"
 ProgressMeter = "1.7.2"
+Random = "1.6, 1.7, 1.8, 1.9, 1.10"
 Statistics = "1"
 Tables = "1.10.1"
+Test = "1.6, 1.7, 1.8, 1.9, 1.10"
 Tullio = "0.3.5"
 Zygote = "0.6"
 julia = "1.6, 1.7, 1.8, 1.9, 1.10"
 
 [extras]
+Aqua = "4c88cf16-eb10-579e-8560-4a9242c79595"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [targets]
-test = ["Test"]
+test = ["Aqua", "Test"]

README.md

@@ -1,8 +1,10 @@
-# LaplaceRedux
+
 
 ![](docs/src/assets/wide_logo.png)
 
-[![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://juliatrustworthyai.github.io/LaplaceRedux.jl/stable) [![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://juliatrustworthyai.github.io/LaplaceRedux.jl/dev) [![Build Status](https://github.com/juliatrustworthyai/LaplaceRedux.jl/actions/workflows/CI.yml/badge.svg?branch=main)](https://github.com/juliatrustworthyai/LaplaceRedux.jl/actions/workflows/CI.yml?query=branch%3Amain) [![Coverage](https://codecov.io/gh/juliatrustworthyai/LaplaceRedux.jl/branch/main/graph/badge.svg)](https://codecov.io/gh/juliatrustworthyai/LaplaceRedux.jl) [![Code Style: Blue](https://img.shields.io/badge/code%20style-blue-4495d1.svg)](https://github.com/invenia/BlueStyle) [![License](https://img.shields.io/github/license/juliatrustworthyai/LaplaceRedux.jl)](LICENSE) [![Package Downloads](https://shields.io/endpoint?url=https://pkgs.genieframework.com/api/v1/badge/LaplaceRedux/.png)](https://pkgs.genieframework.com?packages=LaplaceRedux)
+[![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://juliatrustworthyai.github.io/LaplaceRedux.jl/stable) [![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://juliatrustworthyai.github.io/LaplaceRedux.jl/dev) [![Build Status](https://github.com/juliatrustworthyai/LaplaceRedux.jl/actions/workflows/CI.yml/badge.svg?branch=main)](https://github.com/juliatrustworthyai/LaplaceRedux.jl/actions/workflows/CI.yml?query=branch%3Amain) [![Coverage](https://codecov.io/gh/juliatrustworthyai/LaplaceRedux.jl/branch/main/graph/badge.svg)](https://codecov.io/gh/juliatrustworthyai/LaplaceRedux.jl) [![Code Style: Blue](https://img.shields.io/badge/code%20style-blue-4495d1.svg)](https://github.com/invenia/BlueStyle) [![License](https://img.shields.io/github/license/juliatrustworthyai/LaplaceRedux.jl)](LICENSE) [![Package Downloads](https://shields.io/endpoint?url=https://pkgs.genieframework.com/api/v1/badge/LaplaceRedux/.png)](https://pkgs.genieframework.com?packages=LaplaceRedux) [![Aqua QA](https://raw.githubusercontent.com/JuliaTesting/Aqua.jl/master/badge.svg)](https://github.com/JuliaTesting/Aqua.jl)
+
+# LaplaceRedux
 
 `LaplaceRedux.jl` is a library written in pure Julia that can be used for effortless Bayesian Deep Learning through Laplace Approximation (LA). In the development of this package I have drawn inspiration from this Python [library](https://aleximmer.github.io/Laplace/index.html#setup) and its companion [paper](https://arxiv.org/abs/2106.14806) (Daxberger et al. 2021).
 

README.qmd

@@ -12,11 +12,11 @@ crossref:
   fig-prefix: Figure
   tbl-prefix: Table
 bibliography: https://raw.githubusercontent.com/pat-alt/bib/main/bib.bib
-jupyter: julia-1.9
+jupyter: julia-1.10
 ---
 
 ![](docs/src/assets/wide_logo.png)
 
-[![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://juliatrustworthyai.github.io/LaplaceRedux.jl/stable) [![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://juliatrustworthyai.github.io/LaplaceRedux.jl/dev) [![Build Status](https://github.com/juliatrustworthyai/LaplaceRedux.jl/actions/workflows/CI.yml/badge.svg?branch=main)](https://github.com/juliatrustworthyai/LaplaceRedux.jl/actions/workflows/CI.yml?query=branch%3Amain) [![Coverage](https://codecov.io/gh/juliatrustworthyai/LaplaceRedux.jl/branch/main/graph/badge.svg)](https://codecov.io/gh/juliatrustworthyai/LaplaceRedux.jl) [![Code Style: Blue](https://img.shields.io/badge/code%20style-blue-4495d1.svg)](https://github.com/invenia/BlueStyle) [![License](https://img.shields.io/github/license/juliatrustworthyai/LaplaceRedux.jl)](LICENSE) [![Package Downloads](https://shields.io/endpoint?url=https://pkgs.genieframework.com/api/v1/badge/LaplaceRedux/)](https://pkgs.genieframework.com?packages=LaplaceRedux) 
+[![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://juliatrustworthyai.github.io/LaplaceRedux.jl/stable) [![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://juliatrustworthyai.github.io/LaplaceRedux.jl/dev) [![Build Status](https://github.com/juliatrustworthyai/LaplaceRedux.jl/actions/workflows/CI.yml/badge.svg?branch=main)](https://github.com/juliatrustworthyai/LaplaceRedux.jl/actions/workflows/CI.yml?query=branch%3Amain) [![Coverage](https://codecov.io/gh/juliatrustworthyai/LaplaceRedux.jl/branch/main/graph/badge.svg)](https://codecov.io/gh/juliatrustworthyai/LaplaceRedux.jl) [![Code Style: Blue](https://img.shields.io/badge/code%20style-blue-4495d1.svg)](https://github.com/invenia/BlueStyle) [![License](https://img.shields.io/github/license/juliatrustworthyai/LaplaceRedux.jl)](LICENSE) [![Package Downloads](https://shields.io/endpoint?url=https://pkgs.genieframework.com/api/v1/badge/LaplaceRedux/)](https://pkgs.genieframework.com?packages=LaplaceRedux) [![Aqua QA](https://raw.githubusercontent.com/JuliaTesting/Aqua.jl/master/badge.svg)](https://github.com/JuliaTesting/Aqua.jl)
 
 {{< include docs/src/_intro.qmd >}}