Package: dsld 0.2.2

dsld: Data Science Looks at Discrimination

Statistical and graphical tools for detecting and measuring discrimination and bias, be it racial, gender, age or other. Detection and remediation of bias in machine learning algorithms. 'Python' interfaces available.

Authors:Norm Matloff [aut, cre], Taha Abdullah [aut], Arjun Ashok [aut], Shubhada Martha [aut], Aditya Mittal [aut], Billy Ouattara [aut], Jonathan Tran [aut], Brandon Zarate Estrada [aut]

dsld_0.2.2.tar.gz
dsld_0.2.2.zip(r-4.5)dsld_0.2.2.zip(r-4.4)dsld_0.2.2.zip(r-4.3)
dsld_0.2.2.tgz(r-4.4-any)dsld_0.2.2.tgz(r-4.3-any)
dsld_0.2.2.tar.gz(r-4.5-noble)dsld_0.2.2.tar.gz(r-4.4-noble)
dsld_0.2.2.tgz(r-4.4-emscripten)dsld_0.2.2.tgz(r-4.3-emscripten)
dsld.pdf |dsld.html✨
dsld/json (API)

Peer review:

Bug tracker:https://github.com/matloff/dsld/issues

On CRAN:

25 exports 5 stars 2.73 score 230 dependencies 4 scripts

Last updated 8 days agofrom:76b9b096f3. Checks:OK: 5 NOTE: 2. Indexed: yes.

Exports:dsldCHuntingdsldConditDisparitydsldConfoundersdsldDensityBySdsldFairUtilTradedsldFgrrmdsldFreqPCoorddsldFrequencyBySdsldFrrmdsldIambdsldLineardsldLogitdsldMatchedATEdsldMLdsldNclmdsldOHuntingdsldQeFairKNNdsldQeFairRFdsldQeFairRidgeLindsldQeFairRidgeLogdsldScatterPlot3DdsldTakeALookArounddsldZlmdsldZlrmgetSuggestedLib

Dependencies:abindaskpassbackportsbase64encBHbitbit64bootbrewbriobroombroom.helpersbslibcachemcallrcarcarDatacardscaretclassclicliprclockcodetoolscolorspacecommonmarkcowplotcpp11crayoncredentialscrosstalkcurldata.tableDerivdescdevtoolsdiagramDiceKrigingdiffobjdigestdoBydownlitdplyre1071ellipsisevaluatefairmlfairnessfansifarverfastmapfloatFNNFOCIfontawesomeforcatsforeachfreqparcoordfsfuturefuture.applygbmgenericsgertGGallyggplot2ggstatsghgitcredsglmnetglobalsgluegmpgowergrfgtablegtoolshardhathavenhighrhmshtmltoolshtmlwidgetshttpuvhttrhttr2iniipredisobanditeratorsjquerylibjsonliteKendallKernSmoothknitrlabelinglabelledlaterlatticelavalazyevallgrlifecyclelistenvlme4lmtestlubridatemagrittrMASSMatrixMatrixExtraMatrixModelsmemoisemgcvmicrobenchmarkmimeminiUIminqamlapiModelMetricsmodelrmunsellmvtnormnlmenloptrNLPnnetnumDerivopensslparallellypartoolspatchworkpbkrtestpdistpillarpkgbuildpkgconfigpkgdownpkgloadplotlyplyrpolyregpraiseprettyunitspROCprocessxprodlimprofvisprogressprogressrpromisesproxypspurrrqeMLquantregR.methodsS3R.ooR.utilsR6raggrangerRANNrappdirsrcmdcheckRColorBrewerRcppRcppArmadilloRcppEigenreadrrecipesregtoolsrematch2remotesreshape2RhpcBLASctlrjerlangrmarkdownroxygen2rpartrpart.plotrprojrootrsparserstudioapirversionssandwichsassscalessessioninfoshapeshinyslamsourcetoolsSparseMSQUAREMstringistringrsurvivalsyssystemfontstestthattext2vectextshapingtibbletidyrtidyselecttimechangetimeDatetinytextmtoweranNAtuftetzdburlcheckerusethisutf8vctrsviridisLitevroomwaldowhiskerwithrxfunxml2xopenxtableyamlzipzoo