Collective Knowledge is a cross-platform customizable Python framework to share artifacts as reusable components with JSON API; assemble experimental workflows (such as multi-objective co-design of DNN); automate package installation; crowdsource and reproduce experiments; unify predictive analytics; enable interactive articles. Project website: