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…8 min read·May 19, 2022--8--8
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.10 min read·May 3, 2022--5--5
Roland SchätzleinTowards Data ScienceStatistical Plotting with Julia: AlgebraOfGraphics.jlHow to create statistical plots using the AlgebraOfGraphics.jl (and Makie.jl) package9 min read·Apr 19, 2023----
Roland SchätzleinTowards Data ScienceStatistical Plotting with Julia: VegaLite.jlHow to create statistical plots using the VegaLite.jl package8 min read·Dec 22, 2022--1--1
Roland SchätzleinTowards Data ScienceStatistical Plotting with Julia: Gadfly.jlHow to create statistical plots using the Gadfly.jl package7 min read·Aug 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 plotting9 min read·Aug 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…7 min read·Jul 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…11 min read·Jun 30, 2022--1--1
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…12 min read·Jun 23, 2022--1--1
Roland SchätzleinTowards Data Science1:length(A) considered harmful — or how to make Julia code “generic safe”Julia allows code to be written on a rather abstract and generic level, thus offering great expressive power. However, this advantage also…7 min read·Jun 8, 2022--1--1