Man pages for ssdxj/G407
Self use R codes
| 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 |
