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 232 downloads 9 exports 81 dependencies

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

TargetResultDate
Doc / VignettesOKOct 09 2024
R-4.5-winERROROct 09 2024
R-4.5-linuxERROROct 09 2024
R-4.4-winERROROct 09 2024
R-4.4-macERROROct 09 2024
R-4.3-winERROROct 09 2024
R-4.3-macERROROct 09 2024

Exports:fillMissingDatesfillMissingValueskStepsForwardloadDataloadDataSpecLinkloadTrainTestPredictionCRPreProcessingLinkTrainCR

Dependencies:bitopscaretclasscliclockcodetoolscolorspacecpp11data.tableDescriptiveStats.OBeudiagramdigestdplyre1071fansifarverforeachfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsjsonliteKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcppRCurlrecipesreshapereshape2rlangrpartscalesshapeSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithrzoo

Getting started with TrafficBDE

Rendered fromTrafficBDE.Rmdusingknitr::rmarkdownon Oct 09 2024.

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