{ "_id": "6a1d30f11d7bb097a0a3a9c6", "Package": "WaveletLSTM", "Type": "Package", "Title": "Wavelet Based LSTM Model", "Version": "0.1.0", "Authors@R": "c(person(\" Dr. Ranjit Kumar\", \"Paul\", role = \"aut\", email = \"ranjitstat@gmail.com\"),\nperson(\"Dr. Md\", \"Yeasin\", role = c(\"aut\",\"cre\"), email = \"yeasin.iasri@gmail.com\"))", "Author": "Dr. Ranjit Kumar Paul [aut], Dr. Md Yeasin [aut, cre]", "Maintainer": "Dr. Md Yeasin ", "Description": "A wavelet-based LSTM model is a type of neural network\narchitecture that uses wavelet technique to pre-process the\ninput data before passing it through a Long Short-Term Memory\n(LSTM) network. The wavelet-based LSTM model is a powerful\napproach that combines the benefits of wavelet analysis and\nLSTM networks to improve the accuracy of predictions in various\napplications. This package has been developed using the\nalgorithm of Anjoy and Paul (2017) and Paul and Garai (2021)\n\n.", "License": "GPL-3", "Encoding": "UTF-8", "RoxygenNote": "7.2.1", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-01 07:00:16 UTC", "User": "root" }, "Config/pak/sysreqs": "cmake texlive libicu-dev libpng-dev libssl-dev\npython3", "Repository": "https://yeasinstat.r-universe.dev", "Date/Publication": "2023-04-06 09:03:25 UTC", "RemoteUrl": "https://github.com/cran/WaveletLSTM", "RemoteRef": "HEAD", "RemoteSha": "d53db8e55c0cfb3fb5f324251daa7e1b6a6c6f61", "MD5sum": "c25351839666030acc420e12889c0798", "_user": "yeasinstat", "_type": "src", "_file": "WaveletLSTM_0.1.0.tar.gz", "_fileid": "b17e4adbf8659e35defffde6ac14fadc6969d0d505b3031206e3b5d3c403dcb7", "_filesize": 73837, "_sha256": "b17e4adbf8659e35defffde6ac14fadc6969d0d505b3031206e3b5d3c403dcb7", "_created": "2026-06-01T07:00:16.000Z", "_published": "2026-06-01T07:12:49.685Z", "_distro": "noble", "_jobs": [ { "job": 78802027948, "time": 229, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7325285083" }, { "job": 78802027959, "time": 237, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7325287116" }, { "job": 78802028002, "time": 134, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7325324290" }, { "job": 78802027965, "time": 144, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7325410436" }, { "job": 78801502008, "time": 242, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7325222267" }, { "job": 78802028019, "time": 175, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7325270599" }, { "job": 78802027987, "time": 131, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7325258360" }, { "job": 78802027986, "time": 206, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7325278730" }, { "job": 78802027968, "time": 133, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7325259021" } ], "_buildurl": "https://github.com/r-universe/yeasinstat/actions/runs/26739986972", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/WaveletLSTM", "_commit": { "id": "d53db8e55c0cfb3fb5f324251daa7e1b6a6c6f61", "author": "Dr. Md Yeasin ", "committer": "cran-robot ", "message": "version 0.1.0\n", "time": 1680771805 }, "_maintainer": { "name": "Dr. Md Yeasin", "email": "yeasin.iasri@gmail.com", "login": "yeasinstat", "description": "", "uuid": 79252818 }, "_registered": true, "_dependencies": [ { "package": "caret", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "caretForecast", "role": "Imports" }, { "package": "tseries", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "wavelets", "role": "Imports" }, { "package": "TSLSTM", "role": "Imports" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "yeasinstat", "count": 1, "uuid": 79252818 } ], "_userbio": { "uuid": 79252818, "type": "user", "name": "yeasinstat" }, "_downloads": { "count": 181, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/WaveletLSTM" }, "_searchresults": 0, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/WaveletLSTM.html", "manual.pdf" ], "_realowner": "yeasinstat", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2023-04-06" } ], "_exports": [ "WaveletLSTM" ], "_help": [ { "page": "WaveletLSTM", "title": "Wavelet Based LSTM Model", "topics": [ "WaveletLSTM" ] } ], "_rundeps": [ "askpass", "backports", "base64enc", "caret", "caretForecast", "class", "cli", "clock", "codetools", "colorspace", "config", "cpp11", "curl", "data.table", "diagram", "digest", "dplyr", "e1071", "farver", "foreach", "forecast", "fracdiff", "future", "future.apply", "generics", "ggplot2", "globals", "glue", "gower", "greybox", "gtable", "hardhat", "here", "httr", "ipred", "isoband", "iterators", "jsonlite", "keras", "KernSmooth", "labeling", "lattice", "lava", "lifecycle", "listenv", "lmtest", "lubridate", "magrittr", "MAPA", "MASS", "Matrix", "mime", "ModelMetrics", "nlme", "nloptr", "nnet", "numDeriv", "openssl", "parallelly", "pillar", "pkgconfig", "plotrix", "plyr", "png", "pracma", "pROC", "processx", "prodlim", "progressr", "proxy", "ps", "purrr", "quadprog", "quantmod", "R6", "rappdirs", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppTOML", "recipes", "reshape2", "reticulate", "rlang", "rpart", "rprojroot", "rstudioapi", "S7", "scales", "shape", "smooth", "sparsevctrs", "SQUAREM", "statmod", "stringi", "stringr", "survival", "sys", "tensorflow", "texreg", "tfautograph", "tfruns", "tibble", "tidyr", "tidyselect", "timechange", "timeDate", "tseries", "TSLSTM", "tsutils", "TTR", "tzdb", "urca", "utf8", "vctrs", "viridisLite", "wavelets", "whisker", "withr", "xtable", "xts", "yaml", "zeallot", "zoo" ], "_score": 1, "_indexed": true, "_nocasepkg": "waveletlstm", "_universes": [ "yeasinstat" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-06-01T07:03:29.000Z", "distro": "noble", "commit": "d53db8e55c0cfb3fb5f324251daa7e1b6a6c6f61", "fileid": "f3f80764455a91a0cbc91edc0b14b5e24963f954098e675a911502863da6df5a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/yeasinstat/actions/runs/26739986972" }, { "r": "4.6.0", "os": "linux", "version": "0.1.0", "date": "2026-06-01T07:03:35.000Z", "distro": "noble", "commit": "d53db8e55c0cfb3fb5f324251daa7e1b6a6c6f61", "fileid": "72fd43e6713d84e8845d4cbf81576068ed96a41618fd9864f2f7940054bf90f5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/yeasinstat/actions/runs/26739986972" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-06-01T07:06:20.000Z", "commit": "d53db8e55c0cfb3fb5f324251daa7e1b6a6c6f61", "fileid": "174d5a06724607230886bfabd863fa7d621d5ee3ea68c71d21b288a8b5d60a19", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/yeasinstat/actions/runs/26739986972" }, { "r": "4.6.0", "os": "mac", "version": "0.1.0", "date": "2026-06-01T07:11:40.000Z", "commit": "d53db8e55c0cfb3fb5f324251daa7e1b6a6c6f61", "fileid": "7f74e44a5c31f39299b2be04725f9708a5817bc5f575199e19f266ed1e14b36e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/yeasinstat/actions/runs/26739986972" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-06-01T07:03:34.000Z", "commit": "d53db8e55c0cfb3fb5f324251daa7e1b6a6c6f61", "fileid": "99fdaa73a628c7fb4533b91c6257d35e0a66738b1a49722488c08ed6aca23657", "status": "success", "buildurl": "https://github.com/r-universe/yeasinstat/actions/runs/26739986972" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-06-01T07:01:43.000Z", "commit": "d53db8e55c0cfb3fb5f324251daa7e1b6a6c6f61", "fileid": "1f53602af4b4264d13ff092382162c57cd99c609f1521a98fa7783fa066b572a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/yeasinstat/actions/runs/26739986972" }, { "r": "4.5.3", "os": "win", "version": "0.1.0", "date": "2026-06-01T07:02:18.000Z", "commit": "d53db8e55c0cfb3fb5f324251daa7e1b6a6c6f61", "fileid": "2b7f7277348f70d4c5d8cb822116438f7f7acf6dc73f1a30c07ec41e24e90fa5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/yeasinstat/actions/runs/26739986972" }, { "r": "4.6.0", "os": "win", "version": "0.1.0", "date": "2026-06-01T07:01:44.000Z", "commit": "d53db8e55c0cfb3fb5f324251daa7e1b6a6c6f61", "fileid": "402a56b5fa2daa7fd94af993dfd254a48a4af1b3345fc888b72556bdf3d2d4cb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/yeasinstat/actions/runs/26739986972" } ] }