Erez

* ./Data-Preprocessing/lasso.R * ./Data-Preprocessing/K_Folds.R * ./Data-Preprocessing/data_processing.R * ./Data-Preprocessing/dimensionality_reduction_algorithms.R * ./Classification-Algorithms/lasso.R * ./Classification-Algorithms/decision_tree.R * ./Classification-Algorithms/KNN.R * ./Classification-Algorithms/gradient_boosting_algorithms.R * ./Classification-Algorithms/LightGBM.R * ./Classification-Algorithms/SVM.R * ./Classification-Algorithms/xgboost.R * ./Classification-Algorithms/naive_bayes.R * ./Classification-Algorithms/random_forest.R * ./Clustering-Algorithms/K-Means.R * ./Clustering-Algorithms/dbscan_clustering.R...

I think this can be part of the documentation solution we talked about in #59. Using `knitr` we can turn scripts into HTML reports, which would nicely incorporate example output....

Hmm not exactly. What I mean is that scripts specially formatted can be turned into HTML reports (https://rdrr.io/cran/knitr/man/spin.html). Data would still need to be part of the algorithms. Because this...

I personally don't mind if third party packages are used, but either the `include.only` operator should be used in order to only attach to the search path objects that appear...

The dashboard web framework was updated, completely breaking what automation efforts I had.

After some debugging figured out that the data you download is generated during runtime in the function `downloadToExcelArray`. So it's a good starting point for investigating how to automate this.

Thank you Marius for bringing this to our attention. This is in fact the source we have been using all along. Both cases and tests are regularly updated. Death counts...

@timriffe I've just uploaded Israel's daily vaccincation data to the database. The cleaning tracker complains the measures "Vaccination1" and "Vaccincation2" aren't valid, but otherwise it doesn't seem like there are...

I'm glad to see vaccination data is now available for the public to download! We have on its way more complete case and death count data downloaded from the dashboard...

@egouldo Sure! Here's a reproducible example: ```r tmp