PinnedRoland SchätzleinTowards Data ScienceTraining Naive Bayes… Really FastPerformance tuning in JuliaMay 31May 31
PinnedRoland SchätzleinTowards Data SciencePython vs. Julia: It’s also about ConsistencyThe main advantages of Julia over Python are surely its speed and concepts like multiple dispatch. But there is more: In everyday use…May 19, 20228May 19, 20228
PinnedRoland SchätzleinTowards Data ScienceMoving code from Python to Julia: Beware of false friendsIn general it’s easy to transfer code from Python to Julia. But there are some pitfalls you should know.May 3, 20225May 3, 20225
Roland SchätzleinTowards Data ScienceStatistical Plotting with Julia: AlgebraOfGraphics.jlHow to create statistical plots using the AlgebraOfGraphics.jl (and Makie.jl) packageApr 19, 2023Apr 19, 2023
Roland SchätzleinTowards Data ScienceStatistical Plotting with Julia: VegaLite.jlHow to create statistical plots using the VegaLite.jl packageDec 22, 20221Dec 22, 20221
Roland SchätzleinTowards Data ScienceStatistical Plotting with Julia: Gadfly.jlHow to create statistical plots using the Gadfly.jl packageAug 25, 2022Aug 25, 2022
Roland SchätzleinTowards Data ScienceThe Grammar of Graphics or how to do ggplot-style plotting in JuliaIntroduction to a comparison of Julia graphics packages for statistical plottingAug 12, 2022Aug 12, 2022
Roland SchätzleinTowards Data ScienceFlux.jl on MNIST — What about ADAM?So far we’ve seen a performance analysis using the standard gradient descent optimizer. But which results do we get, if we use a more…Jul 11, 2022Jul 11, 2022
Roland SchätzleinTowards Data ScienceFlux.jl on MNIST — A performance analysisAfter having defined a variety of models and training algorithms in a previous article, we have now a look on how well they perform when…Jun 30, 20221Jun 30, 20221
Roland SchätzleinTowards Data ScienceFlux.jl on MNIST — Variations of a themeFlux.jl is a ML-stack offering lightweight components to create models and train them. Using the MNIST dataset we will see how easy it is…Jun 23, 20221Jun 23, 20221