├── .gitignore ├── .vscode └── launch.json ├── Code ├── GPregression.jl ├── SlidesGraphsGP.jl └── SlidesGraphsModelInference.jl ├── Labs ├── 2020version │ ├── Lab4.lyx │ └── Lab4.pdf ├── GalaxyData.dat ├── Lab1.lyx ├── Lab1.lyx~ ├── Lab1.pdf ├── Lab1_v2024.lyx ├── Lab1_v2024.pdf ├── Lab2.lyx ├── Lab2.pdf ├── Lab2_v2024.pdf ├── Lab3.lyx ├── Lab3.pdf ├── Lab3_v2024.pdf ├── Lab4.lyx ├── Lab4.pdf ├── LidarData.dat ├── StudentTRegression.R ├── StudentTRegression.jl ├── regression.csv └── timeseries.csv ├── Material ├── AIStats2018ReparamTrick.pdf ├── BDA3.pdf ├── File 2020-05-21, 19 27 54 ├── Horseshoe.pdf ├── Piironen-Vehtari2017_Article_ComparisonOfBayesianPredictive.pdf ├── VBnotesMNT.pdf └── Vehtari2017_Article_PracticalBayesianModelEvaluati.pdf ├── Misc ├── ABLCourseContents2024.pdf └── linocut_forest.png ├── Notes ├── MarginalGibbsDerivation.lyx └── MarginalGibbsDerivation.pdf ├── README.md ├── Slides ├── ABL1.lyx ├── ABL1.lyx~ ├── ABL1.pdf ├── ABL1_OLD.lyx ├── ABL2.lyx ├── ABL2.lyx~ ├── ABL2.pdf ├── ABL3.lyx ├── ABL3.pdf ├── ABL4.lyx ├── ABL4.pdf ├── ABL5.lyx ├── ABL5.pdf ├── ABL6.lyx ├── ABL6.pdf ├── ABL6Algo.lyx ├── ABL7.lyx ├── ABL7.pdf ├── ABL8.lyx ├── ABL8.pdf ├── ABLModelSelectionLecture1.lyx ├── ABLModelSelectionLecture1.pdf ├── ABLModelSelectionLecture2.lyx ├── ABLModelSelectionLecture2.pdf ├── Figures │ ├── 2D_Fourier_Transform_and_Base_Images.png │ ├── AdaGrad.png │ ├── BasicFFVB.png │ ├── DecisionActions.svg │ ├── DecisionModels.svg │ ├── DecisionModelsActions.svg │ ├── ElectricityResponseSkew.png │ ├── Figure10.2a.png │ ├── Figure10.2b.png │ ├── MixtureOfNormals.eps │ ├── NormalMargLike.pdf │ ├── NormalMargLike.svg │ ├── NormalMargLikeAllKappa0.pdf │ ├── PCscatter.png │ ├── PolyaGammaLogisticReg.png │ ├── SEInfiniteSplines.png │ ├── SumCosines.png │ ├── SumCosines.svg │ ├── SumCosinesData.svg │ ├── VarSelectElectricitySplitT.png │ ├── ataleoftails.png │ ├── bayesianvariableselection.png │ ├── bayesianvariableselection_zoom.png │ ├── dsp_local_level.png │ ├── eBayNbidderVariableSelection.png │ ├── gewekeamisano.png │ ├── horseshoe.png │ ├── mixtures.png │ ├── mov1.png │ ├── mov10.png │ ├── mov2.png │ ├── mov3.png │ ├── mov4.png │ ├── mov5.png │ ├── mov6.png │ ├── mov7.png │ ├── mov8.png │ ├── mov9.png │ ├── normalprior_local_level.png │ ├── polyagamma.png │ └── zdist.png ├── LiU_secondary_1_black.png ├── LogoBlueJustRing.jpg └── ModelSelection2020 │ ├── ABL7.lyx │ ├── ABL7.pdf │ ├── ABL8.lyx │ └── ABL8.pdf ├── Splines.png ├── VI.jl └── _config.yml /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mattiasvillani/AdvBayesLearnCourse/HEAD/.gitignore -------------------------------------------------------------------------------- /.vscode/launch.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mattiasvillani/AdvBayesLearnCourse/HEAD/.vscode/launch.json 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