Autocomplete Using Markov Chains
I wonder what the result would look like if this were applied to source code. IMHO a probabilistic algorithm for code completion could turn out interesting.Most code completion algorithms work deterministic by deducing the set of completion candidates from the receiver's type/class or a list of keywords. Given that people/teams tend to name variables in a certain fashion, a probabilistic completion algorithm could make use of this and adapt to team/project-specific conventions. Given a team's code base one could probably build a pretty good code completion algorithm without any knowledge about the programming language.likelycomplete[1] tries to do this in a dilettantish ad-hoc way for vim. It rates completion candidates (that are gathers from previously seen code) on the basis of context information. It's hampered by the limited performance of vimscript though. A full fledged solution would require an external server.[1] https://www.vim.org/scripts/script.php?script_id=4889