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This is the core of the auto ML approach that does model fitting, validation, and selection mostly using caret interfaces. It was written for automatically finding suitable machine learning models for table regression tasks.

http://swc-bb.gitext.gfz-potsdam.de/swc-lessons/2020-06-22-potsdam-berlin/shell/

http://swc-bb.gitext.gfz-potsdam.de/swc-lessons/2019-11-26-potsdam-berlin/shell/

http://swc-bb.gitext.gfz-potsdam.de/swc-lessons/2019-11-26-potsdam-berlin/R

2 half-day | Python | Beginner | Online | Link

http://swc-bb.gitext.gfz-potsdam.de/swc-lessons/2020-06-22-potsdam-berlin/python/

https://swc-bb.git-pages.gfz-potsdam.de/swc-lessons/2021-04-27-GFZ-virtual/Python

http://swc-bb.gitext.gfz-potsdam.de/swc-lessons/2020-04-20-potsdam-berlin/Python/

Mock-up dummy model in R, to help build the experiment system and structure modelers' repositories.

An R-package for accessing GTS2 data using the R programming language

http://swc-bb.gitext.gfz-potsdam.de/swc-lessons/2019-11-26-potsdam-berlin/git/

http://swc-bb.gitext.gfz-potsdam.de/swc-lessons/2020-06-22-potsdam-berlin/git/