{ "_id": "6a26981524555f66ed51d9dc", "Package": "tempted", "Type": "Package", "Title": "Temporal Tensor Decomposition, a Dimensionality Reduction Tool\nfor Longitudinal Multivariate Data", "Version": "0.1.1", "Date": "2024-5-8", "Author": "Pixu Shi", "Maintainer": "Pixu Shi ", "Description": "TEMPoral TEnsor Decomposition (TEMPTED), is a dimension\nreduction method for multivariate longitudinal data with\nvarying temporal sampling. It formats the data into a temporal\ntensor and decomposes it into a summation of low-dimensional\ncomponents, each consisting of a subject loading vector, a\nfeature loading vector, and a continuous temporal loading\nfunction. These loadings provide a low-dimensional\nrepresentation of subjects or samples and can be used to\nidentify features associated with clusters of subjects or\nsamples. TEMPTED provides the flexibility of allowing subjects\nto have different temporal sampling, so time points do not need\nto be binned, and missing time points do not need to be\nimputed.", "URL": "https://github.com/pixushi/tempted", "License": "GPL-3", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.1", "Config/pak/sysreqs": "make", "Repository": "https://pixushi.r-universe.dev", "Date/Publication": "2024-05-09 02:21:50 UTC", "RemoteUrl": "https://github.com/pixushi/tempted", "RemoteRef": "HEAD", "RemoteSha": "8c0f189b33406bcdc217c053745143e3b4acc3c7", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-08 10:18:33 UTC", "User": "root" }, "MD5sum": "fd2af1decf83f814ba419253e6ce8ce7", "_user": "pixushi", "_type": "src", "_file": "tempted_0.1.1.tar.gz", "_fileid": "c9a589683a3d0e51ecd27d588d45220b2336007bb34c5e60d4cb09756a7a51d6", "_filesize": 3171167, "_sha256": "c9a589683a3d0e51ecd27d588d45220b2336007bb34c5e60d4cb09756a7a51d6", "_created": "2026-06-08T10:18:33.000Z", 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"fields": [ "studyid", "delivery", "day_of_life" ], "rows": 852, "table": true, "tojson": true }, { "name": "processed_table", "title": "Central-log-ratio (clr) transformed OTU table from the ECAM data", "object": "processed_table", "class": [ "matrix", "array" ], "fields": [ "OTU174924", "OTU4306262", "OTU4448928", "OTU4467992", "OTU3903651", "OTU298937", "OTU1928156", "OTU4359056", "OTU2506486", "OTU4392188", "OTU313593", "OTU4411138", "OTU4366867", "OTU4465907", "OTU4454531", "OTU4427459", "OTU730906", "OTU2949328", "OTU1100972", "OTU4476527", "OTU3275562", "OTU362389", "OTU2309802", "OTU524318", "OTU184990", "OTU4476780", "OTU4365178", "OTU2017729", "OTU1028632", "OTU281015", "OTU2035344", "OTU1142029", "OTU198128", "OTU518002", "OTU185864", "OTU186104", "OTU3472078", "OTU1061772", "OTU296420", "OTU335577", "OTU197072", "OTU4079463", "OTU365717", "OTU248902", "OTU365536", "OTU180629", "OTU180999", "OTU4480189", "OTU3931537", "OTU4409730", "OTU352034", "OTU825808", "OTU4401580", 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