Package: daltoolboxdp 1.3.767

Eduardo Ogasawara

daltoolboxdp: Deep Python Extensions for 'daltoolbox'

Extends 'daltoolbox' with Python-backed components for deep learning, scikit-learn classification, and time-series forecasting through 'reticulate'. The package provides objects that follow the 'daltoolbox' architecture while delegating model creation, fitting, encoding, and prediction to Python libraries such as 'torch' and 'scikit-learn'. In the package name, 'dp' stands for 'Deep Python'. The overall workflow is inspired by the Experiment Lines approach described in Ogasawara et al. (2009) <doi:10.1007/978-3-642-02279-1_20>.

Authors:Eduardo Ogasawara [aut, ths, cre], Diego Salles [aut], Erich Carvalho [aut], Janio Lima [aut], Joao Kongevold [aut], Lucas Tavares [aut], Eduardo Bezerra [ctb], CEFET/RJ [cph]

daltoolboxdp_1.3.767.tar.gz
daltoolboxdp_1.3.767.zip(r-4.7-any)daltoolboxdp_1.3.767.zip(r-4.6-any)daltoolboxdp_1.3.767.zip(r-4.5-any)
daltoolboxdp_1.3.767.tgz(r-4.6-any)daltoolboxdp_1.3.767.tgz(r-4.5-any)
daltoolboxdp_1.3.767.tar.gz(r-4.7-any)daltoolboxdp_1.3.767.tar.gz(r-4.6-any)
daltoolboxdp_1.3.767.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
daltoolboxdp/json (API)

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

Bug tracker:https://github.com/cefet-rj-dal/daltoolboxdp/issues

On CRAN:

Conda:

5.74 score 5 stars 219 scripts 432 downloads 25 exports 109 dependencies

Last updated from:c7b423f87d. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK190
source / vignettesOK208
linux-releaseOK194
macos-releaseOK165
macos-oldrelOK133
windows-develOK139
windows-releaseOK136
windows-oldrelOK133
wasm-releaseOK123

Exports:autoenc_adv_eautoenc_adv_edautoenc_conv_eautoenc_conv_edautoenc_denoise_eautoenc_denoise_edautoenc_eautoenc_edautoenc_lstm_eautoenc_lstm_edautoenc_stacked_eautoenc_stacked_edautoenc_variational_eautoenc_variational_edskcla_gbskcla_knnskcla_mlpskcla_nbskcla_rfskcla_svctorch_cla_mlptorch_reg_mlptorch_ts_mlpts_conv1dts_lstm

Dependencies:arulesarulesSequencescaretclasscliclockclustercodetoolscolorspacecpp11daltoolboxdata.tabledbscandiagramdigestdotCall64dplyre1071elmNNRcppEMDfarverfieldsFNNforeachforecastfracdifffuturefuture.applygenericsggplot2globalsgluegowergtablehardhatherehhtipredisobanditeratorsjsonliteKernelKnnKernSmoothKFASlabelinglatticelavalifecyclelistenvlmtestlocfitlubridatemagrittrmapsMASSMatrixmclustModelMetricsnlmennetnumDerivparallellypillarpkgconfigplyrpngpROCprodlimprogressrproxypurrrR6randomForestrappdirsRColorBrewerRcppRcppArmadilloRcppTOMLrecipesreshapereshape2reticulaterlangrpartrprojrootS7scalesshapespamsparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetreetspredittzdburcautf8vctrsviridisLitewaveletswithrzoo