{ "_id": "6a1041ceacfb0bcc41c9d95f", "Package": "tfNeuralODE", "Type": "Package", "Title": "Create Neural Ordinary Differential Equations with 'tensorflow'", "Version": "0.1.0", "Authors@R": "person(\"Shayaan\", \"Emran\", email = \"shayaan.emran@gmail.com\", role = c(\"aut\", \"cre\", \"cph\"))", "Maintainer": "Shayaan Emran ", "Description": "Provides a framework for the creation and use of Neural\nordinary differential equations with the 'tensorflow' and\n'keras' packages. The idea of Neural ordinary differential\nequations comes from Chen et al. (2018)\n, and presents a novel way of\nlearning and solving differential systems.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "RoxygenNote": "7.2.3", "Config/testthat/edition": "3", "VignetteBuilder": "knitr", "URL": "https://github.com/semran9/tfNeuralODE", "BugReports": "https://github.com/semran9/tfNeuralODE/issues", "Config/pak/sysreqs": "libpng-dev python3", "Repository": "https://semran9.r-universe.dev", "Date/Publication": "2023-10-17 02:19:58 UTC", "RemoteUrl": "https://github.com/semran9/tfneuralode", "RemoteRef": "HEAD", "RemoteSha": "e749a71f97ca6facd5af1d45ad4cf27d75a11d41", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-11 07:35:31 UTC", "User": "root" }, "Author": "Shayaan Emran [aut, cre, cph]", "MD5sum": "ea97d0c7d1bed3f2f68e565f7afa2ee7", "_user": "semran9", "_type": "src", "_file": "tfNeuralODE_0.1.0.tar.gz", "_fileid": "6e9d358ed2af64a2ac4c2a747353c37ff7aef383baf45b2d2b9bfae9c2bae361", "_filesize": 528920, "_sha256": "6e9d358ed2af64a2ac4c2a747353c37ff7aef383baf45b2d2b9bfae9c2bae361", "_created": "2026-05-11T07:35:31.000Z", "_published": "2026-05-22T11:45:18.110Z", "_distro": "noble", "_jobs": [ { "job": 77372949834, "time": 160, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "6912785622" }, { "job": 77372949768, "time": 143, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6912780665" }, { "job": 77372949829, "time": 262, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "6912803013" }, { "job": 77372949619, "time": 192, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "6912784880" }, { "job": 77372949506, "time": 172, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "6912737304" }, { "job": 77372949195, "time": 111, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7159693817" }, { "job": 77372949554, "time": 137, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "6912778841" }, { "job": 77372949567, "time": 150, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "6912782382" }, { "job": 77372949595, "time": 135, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "6912778627" } ], "_buildurl": "https://github.com/r-universe/semran9/actions/runs/25656609933", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/semran9/tfneuralode", "_commit": { "id": "e749a71f97ca6facd5af1d45ad4cf27d75a11d41", "author": "Shayaan Emran ", "committer": "Shayaan Emran ", "message": "readme\n", "time": 1697509198 }, "_maintainer": { "name": "Shayaan Emran", "email": "shayaan.emran@gmail.com", "login": "semran9", "uuid": 94647408 }, "_registered": true, "_dependencies": [ { "package": "tensorflow", "role": "Imports" }, { "package": "keras", "role": "Imports" }, { "package": "reticulate", "role": "Imports" }, { "package": "deSolve", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "semran9", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 1, "_contributors": [ { "user": "semran9", "count": 41, "uuid": 94647408 } ], "_userbio": { "uuid": 94647408, "type": "user", "name": "semran9" }, "_downloads": { "count": 659, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/tfNeuralODE" }, "_devurl": "https://github.com/semran9/tfneuralode", "_searchresults": 5, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/tfNeuralODE.html", "manual.pdf" ], "_homeurl": "https://github.com/semran9/tfneuralode", "_realowner": "semran9", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2023-10-16" } ], "_exports": [ "backward", "forward", "rk4_step" ], "_help": [ { "page": "backward", "title": "Backward pass of the Neural ODE", "topics": [ "backward" ] }, { "page": "forward", "title": "Forward pass of the Neural ODE network", "topics": [ "forward" ] }, { "page": "rk4_step", "title": "Runge Kutta solver for ordinary differential equations", "topics": [ "rk4_step" ] } ], "_readme": "https://github.com/semran9/tfneuralode/raw/HEAD/README.md", "_rundeps": [ "backports", "base64enc", "cli", "config", "deSolve", "generics", "glue", "here", "jsonlite", "keras", "lattice", "lifecycle", "magrittr", "Matrix", "png", "processx", "ps", "R6", "rappdirs", "Rcpp", "RcppTOML", "reticulate", "rlang", "rprojroot", "rstudioapi", "tensorflow", "tfautograph", "tfruns", "tidyselect", "vctrs", "whisker", "withr", "yaml", "zeallot" ], "_vignettes": [ { "source": "tfNeuralODE-Adjoint.Rmd", "filename": "tfNeuralODE-Adjoint.html", "title": "tfNeuralODE-Adjoint", "engine": "knitr::rmarkdown", "headings": [], "created": "2023-10-15 00:43:12", "modified": "2023-10-15 03:55:23", "commits": 9 }, { "source": "tfNeuralODE-Spirals.Rmd", "filename": "tfNeuralODE-Spirals.html", "title": "tfNeuralODE-Spirals", "engine": "knitr::rmarkdown", "headings": [], "created": "2023-10-14 15:56:58", "modified": "2023-10-15 03:25:07", "commits": 10 } ], "_score": 4, "_indexed": true, "_nocasepkg": "tfneuralode", "_universes": [ "semran9" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-05-11T07:37:49.000Z", "distro": "noble", "commit": "e749a71f97ca6facd5af1d45ad4cf27d75a11d41", "fileid": "f82376078bdbfaba4e18c28ef81eb37a292c3bee9ab27c6d871276822599b050", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/semran9/actions/runs/25656609933" }, { "r": "4.6.0", "os": "linux", "version": "0.1.0", "date": "2026-05-11T07:37:39.000Z", "distro": "noble", "commit": "e749a71f97ca6facd5af1d45ad4cf27d75a11d41", "fileid": "54ee192373bd98d66cc9293aa5321779a1c284cb984b1264da7e7bf89e44833b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/semran9/actions/runs/25656609933" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-05-11T07:38:43.000Z", "commit": "e749a71f97ca6facd5af1d45ad4cf27d75a11d41", "fileid": "2c89f9ad88a59a36fa5f1998119892b2b2d3596faac9adf60b515deee71975ff", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/semran9/actions/runs/25656609933" }, { "r": "4.6.0", "os": "mac", "version": "0.1.0", "date": "2026-05-11T07:37:51.000Z", "commit": "e749a71f97ca6facd5af1d45ad4cf27d75a11d41", "fileid": "8ae64429f66fb0dbd85152dbd8e1c9543c9ece71bcf2a76d223d76176d9e6bc6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/semran9/actions/runs/25656609933" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-05-11T07:36:48.000Z", "commit": "e749a71f97ca6facd5af1d45ad4cf27d75a11d41", "fileid": "3288d0c8fa6e26f4302820368c4d8871d47ded8255bdcd366074ea1c9da23719", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/semran9/actions/runs/25656609933" }, { "r": "4.5.3", "os": "win", "version": "0.1.0", "date": "2026-05-11T07:36:46.000Z", "commit": "e749a71f97ca6facd5af1d45ad4cf27d75a11d41", "fileid": "8cf50f140a5d6145c5532026180508757599d7fcab79710e6f5500336b04b34a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/semran9/actions/runs/25656609933" }, { "r": "4.6.0", "os": "win", "version": "0.1.0", "date": "2026-05-11T07:36:48.000Z", "commit": "e749a71f97ca6facd5af1d45ad4cf27d75a11d41", "fileid": "d9fe2cf3cd51a02dccf95affc62793183fd0cf4fb94c6cbd8371f7d57d4f5f34", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/semran9/actions/runs/25656609933" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-05-22T11:45:02.000Z", "commit": "e749a71f97ca6facd5af1d45ad4cf27d75a11d41", "fileid": "31e7c5ce7c4599b1dfb5cd21a3b3d7ccc026e6d2f72a88fa18591bd7ed877765", "status": "success", "buildurl": "https://github.com/r-universe/semran9/actions/runs/25656609933" } ] }