{ "_id": "6a13faf2acfb0bcc41d3575a", "Package": "reservoirnet", "Type": "Package", "Title": "Reservoir Computing and Echo State Networks", "Version": "0.3.0", "Date": "2025-06-10", "Authors@R": "c(person(\"Thomas\", \"Ferte\", role = c(\"aut\", \"cre\", \"trl\"), email = \"thomas.ferte@u-bordeaux.fr\"),\nperson(\"Kalidou\", \"Ba\", role = c(\"aut\", \"trl\"), email = \"kalidou.ba@u-bordeaux.fr\"),\nperson(\"Nathan\", \"Trouvain\", role = c(\"aut\"), email = \"nathan.trouvin@inria.fr\"),\nperson(\"Rodolphe\", \"Thiebaut\", role = c(\"aut\"), email = \"rodolphe.thiebaut@u-bordeaux.fr\"),\nperson(\"Xavier\", \"Hinaut\", role = c(\"aut\"), email = \"xavier.hinaut@inria.fr\"),\nperson(\"Boris\", \"Hejblum\", role = c(\"aut\", \"trl\"), email = \"boris.hejblum@u-bordeaux.fr\"))", "SystemRequirements": "Python (>= 3.7)", "Description": "A simple user-friendly library based on the 'python'\nmodule 'reservoirpy'. It provides a flexible interface to\nimplement efficient Reservoir Computing (RC) architectures with\na particular focus on Echo State Networks (ESN). Some of its\nfeatures are: offline and online training, parallel\nimplementation, sparse matrix computation, fast spectral\ninitialization, advanced learning rules (e.g. Intrinsic\nPlasticity) etc. It also makes possible to easily create\ncomplex architectures with multiple reservoirs (e.g. deep\nreservoirs), readouts, and complex feedback loops. Moreover,\ngraphical tools are included to easily explore hyperparameters.\nFinally, it includes several tutorials exploring time series\nforecasting, classification and hyperparameter tuning. For more\ninformation about 'reservoirpy', please see Trouvain et al.\n(2020) . This package was\ndeveloped in the framework of the University of Bordeaux’s IdEx\n\"Investments for the Future\" program / RRI PHDS.", "Config/reticulate": "list( packages = list( list(package = \"reservoirpy\",\npip=TRUE) ) )", "License": "GPL (>= 3)", "URL": "https://github.com/reservoirpy/reservoirR", "RoxygenNote": "7.3.2", "Encoding": "UTF-8", "Config/testthat/edition": "3", "VignetteBuilder": "knitr", "Language": "en-US", "BugReports": "https://github.com/reservoirpy/reservoirR/issues", "Config/pak/sysreqs": "cmake make libicu-dev libpng-dev libuv1-dev python3", "Repository": "https://reservoirpy.r-universe.dev", "Date/Publication": "2026-02-24 12:50:51 UTC", "RemoteUrl": "https://github.com/reservoirpy/reservoirr", "RemoteRef": "HEAD", "RemoteSha": "88d319ea1d886d2847f4db0f69cf3e948ba0e9f7", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-25 07:27:22 UTC", "User": "root" }, "Author": "Thomas Ferte [aut, cre, trl],\nKalidou Ba [aut, trl],\nNathan Trouvain 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