Package: TrafficBDE 0.1.1

Kleanthis Koupidis

TrafficBDE: Traffic Predictions Using Neural Networks

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.

Authors:Kleanthis Koupidis [aut, cre], Aikaterini Chatzopoulou [aut], Charalampos Bratsas [aut], Panagiotis Tzenos [dtc], Josep Maria Salanova [dtc]

TrafficBDE_0.1.1.tar.gz
TrafficBDE_0.1.1.zip(r-4.5)TrafficBDE_0.1.1.zip(r-4.4)TrafficBDE_0.1.1.zip(r-4.3)
TrafficBDE_0.1.1.tgz(r-4.4-any)TrafficBDE_0.1.1.tgz(r-4.3-any)
TrafficBDE_0.1.1.tar.gz(r-4.5-noble)TrafficBDE_0.1.1.tar.gz(r-4.4-noble)
TrafficBDE_0.1.1.tgz(r-4.4-emscripten)TrafficBDE_0.1.1.tgz(r-4.3-emscripten)
TrafficBDE.pdf |TrafficBDE.html
TrafficBDE/json (API)

# Install 'TrafficBDE' in R:
install.packages('TrafficBDE', repos = c('https://okgreece.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/okgreece/trafficbde/issues

Datasets:

On CRAN:

big-data-europeneural-networksthessalonikitraffic-status-prediction

3.98 score 1 stars 19 scripts 274 downloads 9 exports 81 dependencies

Last updated 2 years agofrom:a4f1d7a0db. Checks:OK: 1 ERROR: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 08 2024
R-4.5-winERRORNov 08 2024
R-4.5-linuxERRORNov 08 2024
R-4.4-winERRORNov 08 2024
R-4.4-macERRORNov 08 2024
R-4.3-winERRORNov 08 2024
R-4.3-macERRORNov 08 2024

Exports:fillMissingDatesfillMissingValueskStepsForwardloadDataloadDataSpecLinkloadTrainTestPredictionCRPreProcessingLinkTrainCR

Dependencies:bitopscaretclasscliclockcodetoolscolorspacecpp11data.tableDescriptiveStats.OBeudiagramdigestdplyre1071fansifarverforeachfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsjsonliteKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcppRCurlrecipesreshapereshape2rlangrpartscalesshapeSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithrzoo

Getting started with TrafficBDE

Rendered fromTrafficBDE.Rmdusingknitr::rmarkdownon Nov 08 2024.

Last update: 2019-04-09
Started: 2018-03-02