{"action":"created","issue":{"url":"https://api.github.com/repos/scikit-image/scikit-image/issues/1516","labels_url":"https://api.github.com/repos/scikit-image/scikit-image/issues/1516/labels{/name}","comments_url":"https://api.github.com/repos/scikit-image/scikit-image/issues/1516/comments","events_url":"https://api.github.com/repos/scikit-image/scikit-image/issues/1516/events","html_url":"https://github.com/scikit-image/scikit-image/issues/1516","id":77163928,"number":1516,"title":"Numba outperform cython rank filter pop_bilateral","user":{"login":"arve0","id":4810521,"avatar_url":"https://avatars.githubusercontent.com/u/4810521?v=3","gravatar_id":"","url":"https://api.github.com/users/arve0","html_url":"https://github.com/arve0","followers_url":"https://api.github.com/users/arve0/followers","following_url":"https://api.github.com/users/arve0/following{/other_user}","gists_url":"https://api.github.com/users/arve0/gists{/gist_id}","starred_url":"https://api.github.com/users/arve0/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/arve0/subscriptions","organizations_url":"https://api.github.com/users/arve0/orgs","repos_url":"https://api.github.com/users/arve0/repos","events_url":"https://api.github.com/users/arve0/events{/privacy}","received_events_url":"https://api.github.com/users/arve0/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":19,"created_at":"2015-05-17T00:06:36Z","updated_at":"2015-05-19T08:19:39Z","closed_at":null,"body":"In trying to grok the rank cython filters and releasing the GIL, I've written a simple pop_bilateral filter in python which outperforms `filters.rank.pop_bilateral` if compiled with numba (including compile time), which will also allow for easy multiprocessing with threads (using https://github.com/scikit-image/scikit-image/pull/1493). Any thoughts on using numba in scikit-image?\r\n\r\nhttp://nbviewer.ipython.org/github/arve0/master/blob/master/numba%20pop_bilateral.ipynb"},"comment":{"url":"https://api.github.com/repos/scikit-image/scikit-image/issues/comments/103395193","html_url":"https://github.com/scikit-image/scikit-image/issues/1516#issuecomment-103395193","issue_url":"https://api.github.com/repos/scikit-image/scikit-image/issues/1516","id":103395193,"user":{"login":"stefanv","id":45071,"avatar_url":"https://avatars.githubusercontent.com/u/45071?v=3","gravatar_id":"","url":"https://api.github.com/users/stefanv","html_url":"https://github.com/stefanv","followers_url":"https://api.github.com/users/stefanv/followers","following_url":"https://api.github.com/users/stefanv/following{/other_user}","gists_url":"https://api.github.com/users/stefanv/gists{/gist_id}","starred_url":"https://api.github.com/users/stefanv/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/stefanv/subscriptions","organizations_url":"https://api.github.com/users/stefanv/orgs","repos_url":"https://api.github.com/users/stefanv/repos","events_url":"https://api.github.com/users/stefanv/events{/privacy}","received_events_url":"https://api.github.com/users/stefanv/received_events","type":"User","site_admin":false},"created_at":"2015-05-19T08:19:39Z","updated_at":"2015-05-19T08:19:39Z","body":"@arve0 The version included with my Ubuntu is 3.6.  It runs the llvm-config OK, but fails to link the library (and I installed the libedit-dev mentioned in the README)."}}