ck-analytics
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ctuning
Collective Knowledge repository with actions to unify the access to different predictive analytics engines (scipy, R, DNN) from software, command line and web-services via CK JSON API:
when retrieving experiment table (ck get experiment:), add option to convert tables (currently as list of vectors) into pandas or numpy objects Moved from CK: https://github.com/ctuning/ck/issues/21
We now collect all points on Pareto frontier. There can be too many points so we should fix a number (say 4) to leave on the frontier and leave optimal...
We have various tables to show results (particularly when crowdsourcing optimization): http://cknowledge.org/repo/web.php?wcid=208c21b837924601:bc0409fb61f0aa82:3b2d453798564d5a We should unify them (split them when there are too many results, prune them, sort them, etc). We...
To avoid wasting time reading repetitive papers, and find unique ideas: https://github.com/ctuning/ck/wiki/Advanced_usage_auto_paper Moved from CK: https://github.com/ctuning/ck/issues/23
We currently have a simple way of analyzing variation of experimental results in math.variation in ck-analytics repo. We use density via gaussian_kde and can detect multiple expected values, i.e. to...