Files in Laurae2/Laurae
Advanced High Performance Data Science Toolbox for R

.Rbuildignore
.gitignore
DESCRIPTION
Laurae.Rproj
NAMESPACE
R/CRTreeForest.R R/CRTreeForest_pred.R R/CRTree_Forest_pred_internals.R R/CascadeForest.R R/CascadeForest_pred.R R/DT2mat.R R/DTcbind.R R/DTcolsample.R R/DTfillNA.R R/DTrbind.R R/DTsubsample.R R/ExtraOpt.R R/ExtraOpt_estimate.R R/ExtraOpt_plot.R R/ExtraOpt_prob.R R/ExtraOpt_trainer.R R/FastROC.R R/FeatureLookup.R R/GetPartyRules.R R/Laurae.R R/LauraeML.R R/LauraeML_gblinear.R R/LauraeML_gblinear_par.R R/LauraeML_lgbreg.R R/LauraeML_utils.R R/Laurae_load.R R/Lextravagenza.R R/LogLoss.R R/LossFunctions.R R/MGScanning.R R/MGScanning_pred.R R/SymbolicLoss.R R/bandwidth_rot.R R/brewer.pal_extended.R R/cbindlist.R R/df_loss.R R/get.max_acc.R R/get.max_f1.R R/get.max_fallout.R R/get.max_kappa.R R/get.max_mcc.R R/get.max_missrate.R R/get.max_precision.R R/get.max_sensitivity.R R/get.max_specificity.R R/grid_arrange_shared_legend.R R/interactive.SymbolicLoss.R R/interactive.eda_RColorBrewer.R R/interactive.eda_d3js.R R/interactive.eda_ggplot.R R/interactive.eda_plotly.R R/interactive.eda_tree.R R/kernel2d_est.R R/kfold.R R/lgbm.cv.R R/lgbm.cv.prep.R R/lgbm.fi.R R/lgbm.fi.plot.R R/lgbm.find.R R/lgbm.metric.R R/lgbm.predict.R R/lgbm.train.R R/mean2.R R/nkfold.R R/partial_dep.feature.R R/partial_dep.obs.R R/partial_dep.obs_all.R R/partial_dep.plot.R R/pass_tests.R R/plot.max_acc.R R/plot.max_f1.R R/plot.max_fallout.R R/plot.max_kappa.R R/plot.max_mcc.R R/plot.max_missrate.R R/plot.max_precision.R R/plot.max_sensitivity.R R/plot.max_specificity.R R/pred.Lextravagenza.R R/predictor_xgb.R R/prob.max_acc.R R/prob.max_f1.R R/prob.max_fallout.R R/prob.max_kappa.R R/prob.max_mcc.R R/prob.max_missrate.R R/prob.max_precision.R R/prob.max_sensitivity.R R/prob.max_specificity.R R/read_sparse_csv.R R/report.lm.R R/report.xgb.R R/report.xgb.helper.R R/rule_double.R R/rule_single.R R/setDF.R R/stat_smooth_func.R R/tableplot_jpg.R R/timer.R R/timer_func.R R/timer_func_print.R R/tsne_grid.R R/xgb.importance.interactive.R R/xgb.max_acc.R R/xgb.max_f1.R R/xgb.max_fallout.R R/xgb.max_kappa.R R/xgb.max_mcc.R R/xgb.max_missrate.R R/xgb.max_precision.R R/xgb.max_sensitivity.R R/xgb.max_specificity.R R/xgb.ncv.R R/xgb.opt.depth.R R/xgb.opt.utils.R R/xgboard.dump.R R/xgboard.eval.error.R R/xgboard.eval.logloss.R R/xgboard.init.R R/xgboard.run.R R/xgboard.time.R R/xgboard.xgb.R README.md
demo/00Index
demo/DeepForest_mnist.R inst/board/xgboard.R inst/board/xgboard_run.R inst/template_rmd/LinearRegression.Rmd inst/template_rmd/Xgboost.rmd man/CRTreeForest.Rd man/CRTreeForest_pred.Rd man/CRTree_Forest_pred_internals.Rd man/CascadeForest.Rd man/CascadeForest_pred.Rd man/DT2mat.Rd man/DTcbind.Rd man/DTcolsample.Rd man/DTfillNA.Rd man/DTrbind.Rd man/DTsubsample.Rd man/ExtraOpt.Rd man/FastROC.Rd man/FeatureLookup.Rd man/GetPartyRules.Rd man/Laurae-package.Rd man/LauraeML.Rd man/LauraeML_gblinear.Rd man/LauraeML_gblinear_par.Rd man/LauraeML_lgbreg.Rd man/LauraeML_utils.badlog.Rd man/LauraeML_utils.badscore.Rd man/LauraeML_utils.feat_sel.Rd man/LauraeML_utils.lgb_data.Rd man/LauraeML_utils.newlog.Rd man/LauraeML_utils.xgb_data.Rd man/Laurae_load.Rd man/Lextravagenza.Rd man/LogLoss.Rd man/MGScanning.Rd man/MGScanning_pred.Rd man/SymbolicLoss.Rd man/bandwidth_rot.Rd man/brewer.pal_extended.Rd man/cbindlist.Rd man/df_acc.Rd man/df_acc_bin.Rd man/df_auc.Rd man/df_logloss.Rd man/df_mae.Rd man/df_mape.Rd man/df_mce.Rd man/df_medae.Rd man/df_medpae.Rd man/df_mse.Rd man/df_r.Rd man/df_r2.Rd man/df_rmse.Rd man/df_spearman.Rd man/get.max_acc.Rd man/get.max_f1.Rd man/get.max_fallout.Rd man/get.max_kappa.Rd man/get.max_mcc.Rd man/get.max_missrate.Rd man/get.max_precision.Rd man/get.max_sensitivity.Rd man/get.max_specificity.Rd man/grid_arrange_shared_legend.Rd man/interactive.SymbolicLoss.Rd man/interactive.eda_RColorBrewer.Rd man/interactive.eda_d3js.Rd man/interactive.eda_ggplot.Rd man/interactive.eda_plotly.Rd man/interactive.eda_tree.Rd man/kernel2d_est.Rd man/kfold.Rd man/lgbm.cv.Rd man/lgbm.cv.prep.Rd man/lgbm.fi.Rd man/lgbm.fi.plot.Rd man/lgbm.find.Rd man/lgbm.metric.Rd man/lgbm.predict.Rd man/lgbm.train.Rd man/loss_LKL.Rd man/loss_LKL_grad.Rd man/loss_LKL_hess.Rd man/loss_LKL_math.Rd man/loss_LKL_xgb.Rd man/loss_LL.Rd man/loss_LL_grad.Rd man/loss_LL_hess.Rd man/loss_LL_math.Rd man/loss_LL_xgb.Rd man/loss_MAE.Rd man/loss_MAE_grad.Rd man/loss_MAE_hess.Rd man/loss_MAE_math.Rd man/loss_MAE_xgb.Rd man/loss_MCE.Rd man/loss_MCE_grad.Rd man/loss_MCE_hess.Rd man/loss_MCE_math.Rd man/loss_MCE_xgb.Rd man/loss_MSE.Rd man/loss_MSE_grad.Rd man/loss_MSE_hess.Rd man/loss_MSE_math.Rd man/loss_MSE_xgb.Rd man/loss_Poisson.Rd man/loss_Poisson_grad.Rd man/loss_Poisson_hess.Rd man/loss_Poisson_math.Rd man/loss_Poisson_xgb.Rd man/mean2.Rd man/nkfold.Rd man/partial_dep.feature.Rd man/partial_dep.obs.Rd man/partial_dep.obs_all.Rd man/partial_dep.plot.Rd man/plotting.max_acc.Rd man/plotting.max_f1.Rd man/plotting.max_fallout.Rd man/plotting.max_kappa.Rd man/plotting.max_mcc.Rd man/plotting.max_missrate.Rd man/plotting.max_precision.Rd man/plotting.max_sensitivity.Rd man/plotting.max_specificity.Rd man/pred.Lextravagenza.Rd man/predictor_xgb.Rd man/print_fp.Rd man/print_hyb.Rd man/print_int.Rd man/print_multi.Rd man/prob.max_acc.Rd man/prob.max_f1.Rd man/prob.max_fallout.Rd man/prob.max_kappa.Rd man/prob.max_mcc.Rd man/prob.max_missrate.Rd man/prob.max_precision.Rd man/prob.max_sensitivity.Rd man/prob.max_specificity.Rd man/read_sparse_csv.Rd man/report.lm.Rd man/report.xgb.Rd man/report.xgb.helper.Rd man/rule_double.Rd man/rule_single.Rd man/setDF.Rd man/stat_smooth_func.Rd man/stat_smooth_func.plotly.Rd man/tableplot_jpg.Rd man/timer.Rd man/timer_func.Rd man/timer_func_print.Rd man/tsne_grid.Rd man/xgb.importance.interactive.Rd man/xgb.max_acc.Rd man/xgb.max_f1.Rd man/xgb.max_fallout.Rd man/xgb.max_kappa.Rd man/xgb.max_mcc.Rd man/xgb.max_missrate.Rd man/xgb.max_precision.Rd man/xgb.max_sensitivity.Rd man/xgb.max_specificity.Rd man/xgb.ncv.Rd man/xgb.opt.depth.Rd man/xgboard.dump.Rd man/xgboard.eval.error.Rd man/xgboard.eval.logloss.Rd man/xgboard.init.Rd man/xgboard.run.Rd man/xgboard.time.Rd man/xgboard.xgb.Rd
Laurae2/Laurae documentation built on May 8, 2019, 7:59 p.m.