The script Reference/api_en/htmlgenerator.py generates .html Reference pages from the .xml files in the same directory.
Run it using this line, which assumes you are in Reference/api_en:
for file in *.xml; do python htmlgenerator.py $file htmlconversions/${file%.*}_.html; done