R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
reservoirnet
View on CRAN: Click
here
Download and install reservoirnet package within the R console
Install from CRAN:
install.packages("reservoirnet")
Install from Github:
library("remotes")
install_github("cran/reservoirnet")
Install by package version:
library("remotes")
install_version("reservoirnet", "0.2.0")
Attach the package and use:
library("reservoirnet")
Maintained by
Thomas Ferte
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-04-04
Latest Update: 2023-04-04
Description:
A simple user-friendly library based on the 'python' module 'reservoirpy'.
It provides a flexible interface to implement efficient Reservoir
Computing (RC) architectures with a particular focus on Echo State Networks
(ESN). Some of its features are: offline and online training, parallel implementation,
sparse matrix computation, fast spectral initialization, advanced learning
rules (e.g. Intrinsic Plasticity) etc. It also makes possible to easily create
complex architectures with multiple reservoirs (e.g. deep reservoirs), readouts,
and complex feedback loops. Moreover, graphical tools are included to easily
explore hyperparameters. Finally, it includes several tutorials exploring
time series forecasting, classification and hyperparameter tuning. For more information
about 'reservoirpy', please see Trouvain et al. (2020) .
This package was developed in the framework of the University of Bordeaux
How to cite:
Thomas Ferte (2023). reservoirnet: Reservoir Computing and Echo State Networks. R package version 0.2.0, https://cran.r-project.org/web/packages/reservoirnet. Accessed 03 Dec. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited reservoirnet R package
View reservoirnet citation profile
Other R packages that reservoirnet depends,
imports, suggests or enhances
Complete documentation for reservoirnet
Functions, R codes and Examples using
the reservoirnet R package
Some associated functions: chevron . createNode . dfCovid . generate_data . install_reservoirpy . link . plot.reservoir_predict_seq . plot_2x2_perf . plot_marginal_perf . plot_perf_22 . predict_seq . print.summary.reservoirR_fit . random_search_hyperparam . reservoirR_fit . rloguniform . summary.reservoirR_fit . summary.reservoir_predict_seq .
Some associated R codes: class_methods_reservoir_predict_seq.R . data_examples.R . install.R . plot_2x2_perf.R . plot_marginal_perf.R . plot_perf_22.R . random_search_hyperparam.R . reservoir.R . rloguniform.R . summary_fit.R . zzz.R . Full reservoirnet package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by
helping add
Reviews / comments / questions /suggestions ↴↴↴
Today's Hot Picks in Authors and Packages
CRANsearcher
One of the strengths of R is its vast package ecosystem. Indeed, R packages extend from visualizatio ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Agustin Calatroni (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
FSInteract
Performs fast detection of interactions in large-scale data using the
method of random intersection ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Rajen D. Shah (view profile)
telemac
An R interface to the TELEMAC suite for modelling
of free surface flow. This includes methods for m ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Tobias Pilz (view profile)
donut
Finds the k nearest neighbours in a dataset of specified points,
adding the option to wrap certain ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Paul J. Northrop (view profile)
EDOtrans
A data transformation method which takes into account the special property of scale non-invariance w ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jorn Lotsch (view profile)