According to the doc you could find them by doing this :
from matplotlib import lines lines.lineStyles.keys() >>> ['', ' ', 'None', '--', '-.', '-', ':']
You can do the same with markers
EDIT: In the latest versions, there are still the same styles, but you can vary the space between dots/lines.
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