{ "_id": "6a10379aacfb0bcc41c9a804", "Package": "countts", "Title": "Thomson Sampling for Zero-Inflated Count Outcomes", "Version": "0.1.0", "Authors@R": "c(\nperson(\"Xueqing\", \"Liu\", email = \"xueqing_liu@u.duke.nus.edu\", role = \"aut\"),\nperson(\"Nina\", \"Deliu\", email = \"nina.deliu@uniromal.it\", role = \"aut\"),\nperson(\"Tanujit\", \"Chakraborty\", email = \"tanujitisi@gmail.com\", role = c(\"aut\", \"cre\",\"cph\"),\ncomment = c(ORCID = \"0000-0002-3479-2187\")),\nperson(\"Lauren\", \"Bell\", email = \"lauren.bell@mrc-bsu.cam.ac.uk\", role = \"aut\"),\nperson(\"Bibhas\", \"Chakraborty\", email = \"bibhas.chakraborty@duke-nus.edu.sg\", role = \"aut\"))", "Description": "A specialized tool is designed for assessing contextual\nbandit algorithms, particularly those aimed at handling\noverdispersed and zero-inflated count data. It offers a\nsimulated testing environment that includes various models like\nPoisson, Overdispersed Poisson, Zero-inflated Poisson, and\nZero-inflated Overdispersed Poisson. The package is capable of\nexecuting five specific algorithms: Linear Thompson sampling\nwith log transformation on the outcome, Thompson sampling\nPoisson, Thompson sampling Negative Binomial, Thompson sampling\nZero-inflated Poisson, and Thompson sampling Zero-inflated\nNegative Binomial. Additionally, it can generate regret plots\nto evaluate the performance of contextual bandit algorithms.\nThis package is based on the algorithms by Liu et al. (2023)\n.", "Maintainer": "Tanujit Chakraborty ", "License": "GPL (>= 2)", "Encoding": "UTF-8", "RoxygenNote": "7.2.3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-12 06:16:12 UTC", "User": "root" }, "Author": "Xueqing Liu [aut], Nina Deliu [aut], Tanujit Chakraborty [aut,\ncre, cph] (), Lauren\nBell [aut], Bibhas Chakraborty [aut]", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2023-11-30 02:39:18 UTC", "RemoteUrl": "https://github.com/cran/countts", "RemoteRef": "HEAD", "RemoteSha": "4edec682fccfb670a30466f1947fef91e72bc529", "MD5sum": "7cfaca262d4275f5eb1c8c0b1f2d3bca", "_user": "cran", "_type": "src", "_file": "countts_0.1.0.tar.gz", "_fileid": "b823b32517c7cdbb08301f52ce4f1a622ff6b7ad033c146d931445b9fe797aba", "_filesize": 102752, "_sha256": "b823b32517c7cdbb08301f52ce4f1a622ff6b7ad033c146d931445b9fe797aba", "_created": "2026-05-12T06:16:12.000Z", "_published": "2026-05-22T11:01:46.212Z", "_distro": "noble", "_jobs": [ { "job": 77366593384, "time": 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