CRAN/E | TrafficBDE

TrafficBDE

Traffic Predictions Using Neural Networks

Installation

About

Estimate and return either the traffic speed or the car entries in the city of Thessaloniki using historical traffic data. It's used in transport pilot of the 'BigDataEurope' project. There are functions for processing these data, training a neural network, select the most appropriate model and predict the traffic speed or the car entries for a selected time date.

github.com/okgreece/TrafficBDE
Bug report File report

Key Metrics

Version 0.1.1
R ≥ 3.5.0
Published 2022-07-14 654 days ago
Needs compilation? no
License GPL-2
License File
CRAN checks TrafficBDE results

Downloads

Yesterday 11 0%
Last 7 days 63 0%
Last 30 days 229 -3%
Last 90 days 689 -25%
Last 365 days 3.011 +97%

Maintainer

Maintainer

Kleanthis Koupidis

koupidis.okfgr@gmail.com

Authors

Kleanthis Koupidis

aut / cre

Aikaterini Chatzopoulou

aut

Charalampos Bratsas

aut

Panagiotis Tzenos

dtc

Josep Maria Salanova

dtc

Material

README
Reference manual
Package source

Vignettes

Getting started with 'TrafficBDE'

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

TrafficBDE archive

Depends

R ≥ 3.5.0

Imports

caret
data.table
DescriptiveStats.OBeu
dplyr
lubridate
RCurl
stats
zoo

Suggests

devtools
knitr
neuralnet
rmarkdown