Film School Rejects lists their favourite movies directed by women last year... and I have only seen one of them. (It was Lemonade, I love it). 

The Love WitchToni Erdmann are on the top of my list to catch up on (check out the trailers). But really I should try and watch the whole list, and try harder to keep an eye on films directed by women in 2017.