diff --git a/NAMESPACE b/NAMESPACE
index 624dfdfc0c243126294ce4129bc84f924d27c5a5..97db692c5a52fa0938178cbdc4cf12e4fadeb752 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -1,5 +1,197 @@
 # Generated by roxygen2: do not edit by hand
 
+export("%>%")
+export(Area_Under_Curve)
+export(ConfusionDF)
+export(ConfusionMatrix)
+export(accuracy)
+export(addBasalExpression)
+export(add_interaction)
+export(already_init_variable)
+export(anovaParallel)
+export(are_all_elements_identical)
+export(averageByGroup)
+export(build_gg_pr_curve)
+export(build_gg_roc_curve)
+export(build_missingColumn_with_na)
+export(calculate_actualMixed)
+export(calculate_actual_interactionX2_values)
+export(calculate_actual_interactionX3_values)
+export(checkFractionOfZero)
+export(check_input2interaction)
+export(clean_variable_name)
+export(combine_ground_truth)
+export(combine_mock)
+export(compareInferenceToExpected)
+export(computeActualInteractionFixEff)
+export(compute_covariation)
+export(compute_metrics_summary)
+export(compute_pr_auc)
+export(compute_pr_curve)
+export(compute_rmse)
+export(compute_roc_auc)
+export(compute_roc_curve)
+export(compute_rsquare)
+export(convert2Factor)
+export(correlation_matrix_2df)
+export(countMatrix_2longDtf)
+export(counts_plot)
+export(custom_matrix_transform)
+export(detect_categoricals_vars)
+export(detect_row_matx_bellow_threshold)
+export(diagnostic_plot)
+export(drop_randfx)
+export(endsWithDigit)
+export(eval_identityTerm)
+export(evaluation_report)
+export(export_dataframe)
+export(export_eval_plots)
+export(export_evaluation_report)
+export(extract_ddsDispersion)
+export(extract_fixed_effect)
+export(extract_ran_pars)
+export(extract_tmbDispersion)
+export(fillInCovarMatrice)
+export(fillInInteraction)
+export(fillInVariable)
+export(filter_dataframe)
+export(findAttribute)
+export(first_non_null_index)
+export(fitModel)
+export(fitModelParallel)
+export(fitUpdate)
+export(generateActualForMainFixEff)
+export(generateActualInteractionX2_FixEff)
+export(generateActualInteractionX3_FixEff)
+export(generateCountTable)
+export(generateGridCombination_fromListVar)
+export(generateReplicationMatrix)
+export(generate_basal_expression)
+export(getActualInteractionFixEff)
+export(getActualIntercept)
+export(getActualMainFixEff)
+export(getActualMixed_typeI)
+export(getBinExpression)
+export(getCategoricalVar_inFixedEffect)
+export(getCoefficients)
+export(getColumnWithSampleID)
+export(getCovarianceMatrix)
+export(getData2computeActualFixEffect)
+export(getDataFromMvrnorm)
+export(getDataFromRnorm)
+export(getDataFromUser)
+export(getDispersionComparison)
+export(getDispersionMatrix)
+export(getEstimate_df)
+export(getGeneMetadata)
+export(getGivenAttribute)
+export(getGlance)
+export(getGridCombination)
+export(getInput2mvrnorm)
+export(getInput2simulation)
+export(getLabelExpected)
+export(getLabels)
+export(getListVar)
+export(getLog_qij)
+export(getMu_ij)
+export(getMu_ij_matrix)
+export(getNumberOfCombinationsInInteraction)
+export(getRefLevel)
+export(getReplicationMatrix)
+export(getSE_df)
+export(getSampleID)
+export(getSampleMetadata)
+export(getSettingsTable)
+export(getStandardDeviationInCorrelation)
+export(getTidyGlmmTMB)
+export(getValidDispersion)
+export(get_effects_from_rnorm)
+export(get_eval_data)
+export(get_eval_data_from_dds)
+export(get_eval_data_from_ltmb)
+export(get_inference_dds)
+export(get_label_y_position)
+export(get_list_of_mock_attribute)
+export(get_mad_left_threshold)
+export(get_mad_user_message)
+export(get_messages_sequencing_depth)
+export(get_metrics_2plot)
+export(get_ml_metrics_obj)
+export(get_performances_metrics_obj)
+export(get_pr_curve)
+export(get_pr_object)
+export(get_roc_curve)
+export(get_roc_object)
+export(get_scaling_factor)
+export(glance_tmb)
+export(group_logQij_per_genes_and_labels)
+export(handleAnovaError)
+export(identifyTopFit)
+export(inferenceToExpected_withFixedEff)
+export(inferenceToExpected_withMixedEff)
+export(init_variable)
+export(inputs_checking)
+export(isValidEvalInput)
+export(isValidEval_report)
+export(isValidExpression)
+export(isValidGlmmTmb)
+export(isValidInput2fit)
+export(isValidList_tmb)
+export(isValidMock_obj)
+export(is_dispersionMatrixValid)
+export(is_formula_mixedTypeI)
+export(is_fullrank)
+export(is_mixedEffect_inFormula)
+export(is_positive_definite)
+export(is_truthLabels_valid)
+export(is_validGroupBy)
+export(join_dtf)
+export(launchFit)
+export(launchUpdate)
+export(medianRatioNormalization)
+export(mock_rnaseq)
+export(parallel_fit)
+export(parallel_update)
+export(performance)
+export(precision)
+export(prediction)
+export(prepareData2computeInteraction)
+export(prepareData2fit)
+export(prepare_dataParallel)
+export(rbind_evaldata_tmb_dds)
+export(rbind_model_params_and_dispersion)
+export(recall)
+export(relevel_list_tmb_frame)
+export(relevelling_factors)
+export(removeDigitsAtEnd)
+export(removeDuplicatedWord)
+export(renameColumns)
+export(rename_genes_in_mock_obj)
+export(reorderColumns)
+export(replaceUnexpectedInteractionValuesBy0)
+export(replicateByGroup)
+export(replicateMatrix)
+export(replicateRows)
+export(rmse)
+export(samplingFromMvrnorm)
+export(scaleCountsTable)
+export(sensitivity)
+export(set_correlation)
+export(specificity)
+export(subsetByTermLabel)
+export(subsetFixEffectInferred)
+export(subsetGenes)
+export(subset_glance)
+export(tidy_results)
+export(tidy_tmb)
+export(trimmedMeanMvaluesNormalization)
+export(updateParallel)
+export(wald_test)
+export(warning_too_low_mu_ij_row)
+export(wrap_dds)
+export(wrapper_var_cor)
+exportClasses(performance)
+exportClasses(prediction)
 importFrom(MASS,mvrnorm)
 importFrom(car,Anova)
 importFrom(data.table,.SD)
diff --git a/R/combine_mock_obj.R b/R/combine_mock_obj.R
index d9b3af8e1be43fd986f72825abc3f61ae4c990cc..1a3d634a70c2881467423bb8f4fdbb1c6d3095f8 100644
--- a/R/combine_mock_obj.R
+++ b/R/combine_mock_obj.R
@@ -103,7 +103,7 @@ are_all_elements_identical <- function(x) {
 #'                         max_replicates = 4,
 #'                         generate_counts = FALSE)                       
 #' list_mock_obj <- list(mock_data_1, mock_data_2)
-#' mock_data_cbine <- combine_mock(list_mock_obj, sequencing_depth = 1e6)
+#' mock_data_cbine <- combine_mock(list_mock_obj, 4, 4, sequencing_depth = 1e6)
 combine_mock <- function(list_mock_obj, min_replicates, max_replicates, sequencing_depth = NULL){
   
   ## -- verif 
diff --git a/dev/flat_full.Rmd b/dev/flat_full.Rmd
index 224da06143939d127d8401a01c6c4a98d6c800e2..e3f56b7b3808d3825d56203c7673a39d0ef42ad1 100644
--- a/dev/flat_full.Rmd
+++ b/dev/flat_full.Rmd
@@ -10070,7 +10070,7 @@ are_all_elements_identical <- function(x) {
 #'                         max_replicates = 4,
 #'                         generate_counts = FALSE)                       
 #' list_mock_obj <- list(mock_data_1, mock_data_2)
-#' mock_data_cbine <- combine_mock(list_mock_obj, sequencing_depth = 1e6)
+#' mock_data_cbine <- combine_mock(list_mock_obj, 4, 4, sequencing_depth = 1e6)
 combine_mock <- function(list_mock_obj, min_replicates, max_replicates, sequencing_depth = NULL){
   
   ## -- verif