calcVI | vegetion index calculation handler |
df2html | df to html table using kable |
get_indexCV | Create repeated n fold corssvalidation index |
get_inTrain_fromTestSPC | Title get inTrain index by full dataset and Test dataset |
get_inTrain_respOrder | get inTrain vector by ordered reponse value |
get_inTrain_respOrder_withGroup | get inTrain vector by ordered reponse value(within each... |
gglm | shortcut obs vs pred scatter plot for 'lm' obj |
grapes-not-in-grapes | not in |
layer_DenseTransposeTiedLayer | warpper to generate keras tied layer |
LbyL_heatmap_R2 | heatmap plot of 'wrapper_LbyL' function result. |
LbyL_resp_fun_DVI | resp_fun for 'wrapper_LbyL' to calc DVI index |
LbyL_resp_fun_NDVI | resp_fun for 'wrapper_LbyL' to calc NDVI index |
LbyL_resp_fun_SR | resp_fun for 'wrapper_LbyL' to calc SR index |
LbyL_stat_fun_r2 | stat_fun for 'wrapper_LbyL' to calc r2 of lm fit |
modelInfo_bear | modelInfo for caret doing bear's law VI curve fitting |
modelInfo_exp | modelInfo for caret doing exp VI curve fitting |
modelInfo_kerasL1 | modelInfo for Keras L1 |
modelInfo_kerasL2 | modelInfo for Keras |
modelInfo_rf_mtry_ntree | modelInfo fore caret doing rf tuning both mtry and ntree |
paletteCb | The palette with grey: |
paletteCbb | The palette with black: |
paletteHm | heatmap palette |
paletteJetter | palette Jetter |
parser_ForceA | parser of ForceA |
parser_sig | parser of single HR1024i sig file |
parser_sigs | Wrapper of 'parser_sig', to parse all sig files in a dir. |
parser_sunScan | parser of SunScan file |
predict_keras_spc | wrapper for do predict of SAE models and turn result to spc |
prepare_obj4wf | prepare obj (list(inTrain, spc_full, indexCV)) for training... |
pretty_value | format digits in training param to str |
pretty_values | format digits in training param to str |
raster_calc | Hyperspectral raster calculation |
spc_2df | Transform Speclib to data.frame (spectral columns name is in... |
spc_2dfB | transform Speclib into data.frame (spectral columns name is... |
spc_ave | Self use function. Average spc SampleID or PlotID or... |
spc_cor | Bandwise cor with responser |
spc_cor_stage | wrapper of 'spc_cor' doing bandwise band cor with responser... |
spcdf_mask2NA | change the reflectance of masked bands to NA |
spc_fromDf | generate 'Speclib' obj from data.frame, reflectance selected... |
spc_from_sigs | generate spc obj form parsed contents |
spc_inTrain | get inTrain spc by index vector |
spc_melt | melt the reflectance part of spc df |
spc_plot | plot speclib |
spc_rbind | rbind spc |
themeDotplot | theme for dotchart plot |
train_add_coefs | get bear coefs from caret::train obj |
train_add_curveDf | update caret::train obj with add_curveDf, to simulate the... |
train_add_gof | get train and test gof from fit obj (depend add_trainDf and... |
train_add_param | get (ML) model param |
train_obsVSpred_plot | scatterplot of obs vs pred from modified version of... |
train_plot | self version of plot.train |
train_residual_plot | Residual plot(facet by along ID and along obs value) |
trains_gof_dotplot | dotplot of fits gof df |
trains_obsVSPred_plot | wrapper of 'train_obsVSpred_plot' for list of caret::train... |
trains_plot | wrapper of train_plot for list of train objs |
train_update | update train obj (add_trainDf, add_testDf, add_gof) |
wrapper_LbyL | wrapper for doing LbyL VI |
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