{ "_id": "6a0f6b23acfb0bcc41c5e514", "Package": "ProcData", "Type": "Package", "Title": "Process Data Analysis", "Version": "0.4.0", "Date": "2021-05-29", "Authors@R": "c(\nperson(\"Xueying\", \"Tang\", email = \"xueyingtang1989@gmail.com\", role = c(\"aut\", \"cre\")),\nperson(\"Susu\", \"Zhang\", email = \"susu.zhang1992@gmail.com\", role = c(\"aut\")),\nperson(\"Zhi\", \"Wang\", email = \"zhiwpku@gmail.com\", role=c(\"aut\")),\nperson(\"Jingchen\", \"Liu\", email = \"jcliu@stat.columbia.edu\", role=c(\"aut\")),\nperson(\"Zhiliang\", \"Ying\", email = \"zying@stat.columbia.edu\", role=c(\"aut\")))", "Description": "Provides tools for exploratory process data analysis.\nProcess data refers to the data describing participants'\nproblem-solving processes in computer-based assessments. It is\noften recorded in computer log files. This package provides\nfunctions to read, process, and write process data. It also\nimplements two feature extraction methods to compress the\ninformation stored in process data into standard numerical\nvectors. This package also provides recurrent neural network\nbased models that relate response processes with other binary\nor scale variables of interest. The functions that involve\ntraining and evaluating neural networks are wrappers of\nfunctions in 'keras'.", "BugReports": "https://github.com/xytangtang/ProcData/issues", "License": "GPL (>= 2)", "SystemRequirements": "Python (>= 2.7), Keras (>= 2.0), TensorFlow (>=\n1.13)", "RoxygenNote": "7.1.0", "LazyData": "true", "NeedsCompilation": "yes", "Config/pak/sysreqs": "libpng-dev python3", "Repository": "https://xytangtang.r-universe.dev", "Date/Publication": "2021-05-29 18:18:14 UTC", "RemoteUrl": "https://github.com/xytangtang/procdata", "RemoteRef": "HEAD", "RemoteSha": "27233583440f0c98e0d9c0e5db39ebd6b0b6790e", "Packaged": { "Date": "2026-05-21 08:33:08 UTC", "User": "root" }, "Author": "Xueying Tang [aut, cre],\nSusu Zhang [aut],\nZhi Wang [aut],\nJingchen Liu [aut],\nZhiliang Ying [aut]", "Maintainer": "Xueying Tang ", "MD5sum": "d76db88f50480ee162fcaf82089d9466", "_user": "xytangtang", "_type": "src", "_file": "ProcData_0.4.0.tar.gz", "_fileid": 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