Man pages for ssdxj/G407
Self use R codes

calcVIvegetion index calculation handler
df2htmldf to html table using kable
get_indexCVCreate repeated n fold corssvalidation index
get_inTrain_fromTestSPCTitle get inTrain index by full dataset and Test dataset
get_inTrain_respOrderget inTrain vector by ordered reponse value
get_inTrain_respOrder_withGroupget inTrain vector by ordered reponse value(within each...
gglmshortcut obs vs pred scatter plot for 'lm' obj
grapes-not-in-grapesnot in
layer_DenseTransposeTiedLayerwarpper to generate keras tied layer
LbyL_heatmap_R2heatmap plot of 'wrapper_LbyL' function result.
LbyL_resp_fun_DVIresp_fun for 'wrapper_LbyL' to calc DVI index
LbyL_resp_fun_NDVIresp_fun for 'wrapper_LbyL' to calc NDVI index
LbyL_resp_fun_SRresp_fun for 'wrapper_LbyL' to calc SR index
LbyL_stat_fun_r2stat_fun for 'wrapper_LbyL' to calc r2 of lm fit
modelInfo_bearmodelInfo for caret doing bear's law VI curve fitting
modelInfo_expmodelInfo for caret doing exp VI curve fitting
modelInfo_kerasL1modelInfo for Keras L1
modelInfo_kerasL2modelInfo for Keras
modelInfo_rf_mtry_ntreemodelInfo fore caret doing rf tuning both mtry and ntree
paletteCbThe palette with grey:
paletteCbbThe palette with black:
paletteHmheatmap palette
paletteJetterpalette Jetter
parser_ForceAparser of ForceA
parser_sigparser of single HR1024i sig file
parser_sigsWrapper of 'parser_sig', to parse all sig files in a dir.
parser_sunScanparser of SunScan file
predict_keras_spcwrapper for do predict of SAE models and turn result to spc
prepare_obj4wfprepare obj (list(inTrain, spc_full, indexCV)) for training...
pretty_valueformat digits in training param to str
pretty_valuesformat digits in training param to str
raster_calcHyperspectral raster calculation
spc_2dfTransform Speclib to data.frame (spectral columns name is in...
spc_2dfBtransform Speclib into data.frame (spectral columns name is...
spc_aveSelf use function. Average spc SampleID or PlotID or...
spc_corBandwise cor with responser
spc_cor_stagewrapper of 'spc_cor' doing bandwise band cor with responser...
spcdf_mask2NAchange the reflectance of masked bands to NA
spc_fromDfgenerate 'Speclib' obj from data.frame, reflectance selected...
spc_from_sigsgenerate spc obj form parsed contents
spc_inTrainget inTrain spc by index vector
spc_meltmelt the reflectance part of spc df
spc_plotplot speclib
spc_rbindrbind spc
themeDotplottheme for dotchart plot
train_add_coefsget bear coefs from caret::train obj
train_add_curveDfupdate caret::train obj with add_curveDf, to simulate the...
train_add_gofget train and test gof from fit obj (depend add_trainDf and...
train_add_paramget (ML) model param
train_obsVSpred_plotscatterplot of obs vs pred from modified version of...
train_plotself version of plot.train
train_residual_plotResidual plot(facet by along ID and along obs value)
trains_gof_dotplotdotplot of fits gof df
trains_obsVSPred_plotwrapper of 'train_obsVSpred_plot' for list of caret::train...
trains_plotwrapper of train_plot for list of train objs
train_updateupdate train obj (add_trainDf, add_testDf, add_gof)
wrapper_LbyLwrapper for doing LbyL VI
ssdxj/G407 documentation built on May 5, 2019, 6:56 p.m.