diff --git a/Dockerfile b/Dockerfile
index 38ca09f..aab946e 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -22,7 +22,7 @@ RUN Rscript -e "install.packages('gdalcubes')"
 
 # install other necessary packages
 RUN apt-get install -y libsodium-dev libudunits2-dev
-RUN Rscript -e "install.packages(c('plumber', 'useful', 'ids', 'R6', 'sf', 'rstac','bfast'))"
+RUN Rscript -e "install.packages(c('plumber', 'useful', 'ids', 'R6', 'sf', 'rstac','bfast', 'caret', 'randomForest' ,'xgboost', 'torch' , 'sits'))"
 
 # create directories
 RUN mkdir -p /opt/dockerfiles/ && mkdir -p /var/openeo/workspace/ && mkdir -p /var/openeo/workspace/data/