[{"_1":2,"_155":-5,"_156":-5},"loaderData",{"_3":4,"_13":14,"_21":22,"_134":135},"root",{"_5":-5,"_6":-7,"_7":8,"_9":-7,"_10":11,"_12":-7},"currentUser","primaryEmail","siteVerification","6LeIxAcTAAAAAJcZVRqyHh71UMIEGNQ_MXjiZKhI","toast","enableDev",false,"incidentStatus","routes/_layout",{"_15":-5,"_16":17,"_18":17,"_19":11,"_20":11},"username","isAskGordonEnabled",true,"isUsingNewTemplate","showMinimalLanding","showHoneypotTrap","routes/_layout.r.$namespace.$reponame",{"_23":24,"_25":-5,"_26":11,"_27":11,"_28":29,"_30":31,"_32":-5,"_33":11,"_34":35,"_84":-5,"_85":86,"_125":-5,"_126":11,"_127":17,"_128":11,"_129":-5,"_130":11,"_131":-5,"_132":133},"canonicalUrl","https://hub.docker.com/r/mlampros/randomsearchr/tags","mcpServer","canSeeDockerfile","canSeeAutobuilds","namespace","mlampros","reponame","randomsearchr","cloudBuildSource","isAutobuildsAvailable","repo",{"_36":37,"_38":39,"_41":42,"_43":44,"_45":11,"_46":47,"_48":49,"_50":51,"_53":31,"_28":29,"_54":55,"_56":40,"_57":58,"_59":60,"_61":62,"_63":-5,"_64":58,"_65":66,"_67":11,"_68":29,"_69":70,"_75":11,"_76":77,"_81":29,"_82":83},"categories",[],"content_types",[40],"image","date_registered","2020-02-05T17:41:25.451402Z","description","docker image for the RandomSearchR package","is_private","last_updated","2021-02-15T15:03:15.090249Z","last_modified","2024-10-16T13:48:34.145251Z","media_types",[52],"application/vnd.docker.container.image.v1+json","name","pull_count",86,"repository_type","star_count",0,"status",1,"status_description","active","source","collaborator_count","full_description","\n[![tic](https://github.com/mlampros/RandomSearchR/workflows/tic/badge.svg?branch=master)](https://github.com/mlampros/RandomSearchR/actions)\n[![codecov.io](https://codecov.io/github/mlampros/RandomSearchR/coverage.svg?branch=master)](https://codecov.io/github/mlampros/RandomSearchR?branch=master)\n $\"Buy$ \n[![](https://img.shields.io/docker/automated/mlampros/randomsearchr.svg)](https://hub.docker.com/r/mlampros/randomsearchr)\n\n
\n\n\n### Random search in R\n\n
\n\nThe functions in the package can be used to:\n\n* find the optimal parameters of an algorithm using random search\n* compare performance of algorithms using summary statistics. \n\n
\nTo install the package from Github use,\n

\n\n```R\nremotes::install_github('mlampros/RandomSearchR')\n\n```\n
\n\nOnce the package is downloaded use ? to read info about each function (i.e. ?random_search_resample). More details can be found in the [blog post](http://mlampros.github.io/2016/03/14/random_search_R/).\n

\n\n**UPDATE 05-02-2020**\n\n
\n\n**Docker images** of the *RandomSearchR* package are available to download from my [dockerhub](https://hub.docker.com/r/mlampros/randomsearchr) account. The images come with *Rstudio* and the *R-development* version (latest) installed. The whole process was tested on Ubuntu 18.04. To **pull** & **run** the image do the following,\n\n
\n\n```R\n\ndocker pull mlampros/randomsearchr:rstudiodev\n\ndocker run -d --name rstudio_dev -e USER=rstudio -e PASSWORD=give_here_your_password --rm -p 8787:8787 mlampros/randomsearchr:rstudiodev\n\n```\n\n
\n\nThe user can also **bind** a home directory / folder to the image to use its files by specifying the **-v** command,\n\n
\n\n```R\n\ndocker run -d --name rstudio_dev -e USER=rstudio -e PASSWORD=give_here_your_password --rm -p 8787:8787 -v /home/YOUR_DIR:/home/rstudio/YOUR_DIR mlampros/randomsearchr:rstudiodev\n\n\n```\n\n
\n\nIn the latter case you might have first give permission privileges for write access to **YOUR_DIR** directory (not necessarily) using,\n\n
\n\n```R\n\nchmod -R 777 /home/YOUR_DIR\n\n\n```\n\n
\n\nThe **USER** defaults to *rstudio* but you have to give your **PASSWORD** of preference (see [www.rocker-project.org](https://www.rocker-project.org/) for more information).\n\n
\n\nOpen your web-browser and depending where the docker image was *build / run* give, \n\n
\n\n**1st. Option** on your personal computer,\n\n
\n\n```R\nhttp://0.0.0.0:8787 \n\n```\n\n
\n\n**2nd. Option** on a cloud instance, \n\n
\n\n```R\nhttp://Public DNS:8787\n\n```\n\n
\n\nto access the Rstudio console in order to give your username and password.\n\n
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mlampros/randomsearchr

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