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Title | Home page - Hans W. |
Description | Talks and HwB "The worm thinks it foolish that Man does not eat his books." Rabindranath Tagore Talks and Presentations Talks 2014 - 2017 Optimization With R — Tips |
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WebSite | hwborchers.lima-city.de |
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Location | Germany |
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HwB "The worm thinks it foolish that Man does not eat his books." Rabindranath Tagore Talks and Presentations Talks 2014 - 2017 Optimization With R — Tips and Tricks Cologne R User Group, September 2017 There are almost 100 packages listed on the CRAN optimization task view. We will discuss some of the more important packages in areas such as nonlinear optimization with and w/o constraints, least-squares problems, non-smooth and global optimization, and mixed integer programming. Tips and tricks will be provided for high precision or high-dimensional problems, for equality constraints, for minimax problems, etc. Slides of the talk (4 slides per page, 300 KB) Infos on new packages presented at UseR 2016 Private Communication, August 2016 Some interesting packages presented at the UseR! 2016 at Stanford University will be described in one slide each, including profvis, covr, broom, future, feather. For data mining, packages like xgboost, ranger, or mxnet are useful new contributions. |
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