Package: oddwater 0.7.0
oddwater: Outlier Detection in Data from Water-Quality Sensors
We propose a framework to detect technical outliers in water quality data from in situ sensors.
Authors:
oddwater_0.7.0.tar.gz
oddwater_0.7.0.zip(r-4.5)oddwater_0.7.0.zip(r-4.4)oddwater_0.7.0.zip(r-4.3)
oddwater_0.7.0.tgz(r-4.4-any)oddwater_0.7.0.tgz(r-4.3-any)
oddwater_0.7.0.tar.gz(r-4.5-noble)oddwater_0.7.0.tar.gz(r-4.4-noble)
oddwater_0.7.0.tgz(r-4.4-emscripten)oddwater_0.7.0.tgz(r-4.3-emscripten)
oddwater.pdf |oddwater.html✨
oddwater/json (API)
# Install 'oddwater' in R: |
install.packages('oddwater', repos = c('https://robjhyndman.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/pridiltal/oddwater/issues
- data_pioneer_anom - Water Quality Sensor data - Pioneer
- data_sandy_anom - Water Quality Sensor data - Sandy_Creek
Last updated 5 years agofrom:51831c6a1d. Checks:OK: 3 NOTE: 4. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 21 2024 |
R-4.5-win | OK | Nov 21 2024 |
R-4.5-linux | OK | Nov 21 2024 |
R-4.4-win | NOTE | Nov 21 2024 |
R-4.4-mac | NOTE | Nov 21 2024 |
R-4.3-win | NOTE | Nov 21 2024 |
R-4.3-mac | NOTE | Nov 21 2024 |
Exports:calc_MSEcalc_performance_metricsexplore_dataNN_HDplot_pairsplot_seriestransform_data
Dependencies:anytimebase64encBHbslibcachemclicolorspacecommonmarkcpp11crayondbscandigestdplyrellipsisfansifarverfastmapfontawesomeforcatsfsgenericsGGallyggplot2ggstatsgluegtablehmshtmltoolshttpuvisobandjquerylibjsonlitelabelinglaterlatticelifecyclelubridatemagrittrMASSMatrixmemoisemgcvmimemunsellnlmepatchworkpillarpkgconfigplyrprettyunitsprogresspromisespurrrR6rappdirsRColorBrewerRcpprlangsassscalesshinysourcetoolsstringistringrtibbletidyrtidyselecttimechangetsibbleutf8vctrsviridisLitewithrxtable
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Compute mean squared error | calc_MSE |
Compute performance metrics | calc_performance_metrics |
Water Quality Sensor data - Pioneer | data_pioneer_anom |
Water Quality Sensor data - Sandy_Creek | data_sandy_anom |
Run Shiny Applications | explore_data |
NN-HD algorithm | NN_HD |
oddwater: A package for Outlier Detection in water quality sensor data | oddwater-package oddwater |
Make a matrix of plots with a given data set | plot_pairs |
Plot Multivariate time series | plot_series |
Apply different transformations to the original series | transform_data |