Introduction | Install Package | Input | Output | Examples
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:
TrafficBDE_0.1.1.tar.gz
TrafficBDE_0.1.1.zip(r-4.7)TrafficBDE_0.1.1.zip(r-4.6)TrafficBDE_0.1.1.zip(r-4.5)
TrafficBDE_0.1.1.tgz(r-4.6-any)TrafficBDE_0.1.1.tgz(r-4.5-any)
TrafficBDE_0.1.1.tar.gz(r-4.7-any)TrafficBDE_0.1.1.tar.gz(r-4.6-any)
TrafficBDE_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
TrafficBDE/json (API)
| # Install 'TrafficBDE' in R: |
| install.packages('TrafficBDE', repos = c('https://okgreece.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/okgreece/trafficbde/issues
Datasets:
- X163204843_1 - Sample data from Traffic BDE
big-data-europeneural-networksthessalonikitraffic-status-prediction
Last updated from:a4f1d7a0db. Checks:7 ERROR, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | ERROR | 198 | ||
| source / vignettes | OK | 236 | ||
| linux-release-x86_64 | ERROR | 206 | ||
| macos-release-arm64 | ERROR | 192 | ||
| macos-oldrel-arm64 | ERROR | 99 | ||
| windows-devel | ERROR | 133 | ||
| windows-release | ERROR | 131 | ||
| windows-oldrel | ERROR | 121 | ||
| wasm-release | OK | 176 |
Exports:fillMissingDatesfillMissingValueskStepsForwardloadDataloadDataSpecLinkloadTrainTestPredictionCRPreProcessingLinkTrainCR
Dependencies:bitopscaretclasscliclockcodetoolscpp11data.tableDescriptiveStats.OBeudiagramdigestdplyre1071farverforeachfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsjsonliteKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixModelMetricsnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcppRCurlrecipesreshapereshape2rlangrpartS7scalesshapesparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fill Missing Dates | fillMissingDates |
| Fill Missing Values | fillMissingValues |
| k Steps Forward | kStepsForward |
| Load traffic data | loadData |
| Load data for a specific road of Thessaloniki | loadDataSpecLink |
| Load Train and Test Data | loadTrainTest |
| Prediction | PredictionCR |
| PreProcessing second model | PreProcessingLink |
| Train | TrainCR |
| Sample data from Traffic BDE | X163204843_1 |
