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Merge pull request #261 from saeyslab/devel
Version 2.1
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.gitignore

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.Ruserdata
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inst/doc
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vignettes/*.html
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omnipathr-log/

DESCRIPTION

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Package: nichenetr
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Type: Package
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Title: NicheNet: Modeling Intercellular Communication by Linking Ligands to Target Genes
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Version: 2.0.6
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Version: 2.1.0
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Authors@R: c(person("Robin", "Browaeys", role = c("aut")),
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person("Chananchida", "Sang-aram", role = c("aut", "cre"), email = "chananchida.sangaram@ugent.be"))
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Description: This package allows you the investigate intercellular communication from a computational perspective. More specifically, it allows to investigate how interacting cells influence each other's gene expression. Functionalities of this package (e.g. including predicting extracellular upstream regulators and their affected target genes) build upon a probabilistic model of ligand-target links that was inferred by data-integration.
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BugReports: https://github.com/saeyslab/nichenetr/issues
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RoxygenNote: 7.1.2
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Depends: R (>= 3.0.0)
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Imports:
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Imports:
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tidyverse,
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data.table,
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dplyr,
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ggplot2,
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magrittr,
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purrr,
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readr,
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tibble,
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tidyr,
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igraph,
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Matrix,
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fdrtool,
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ROCR,
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caTools,
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data.table,
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limma,
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readr,
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Hmisc,
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tibble,
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caret,
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purrr,
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randomForest,
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DiagrammeR,
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ggplot2,
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mlrMBO,
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parallelMap,
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emoa,
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Seurat,
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cowplot,
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ggpubr,
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magrittr,
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circlize,
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ComplexHeatmap,
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grDevices,
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shadowtext
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Suggests:
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knitr,
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RColorBrewer,
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rmarkdown,
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testthat,
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doMC,
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mco,
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parallel,
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covr,
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tidyverse,
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sf
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VignetteBuilder: knitr

NAMESPACE

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@@ -9,11 +9,14 @@ export(alias_to_symbol_seurat)
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export(apply_hub_corrections)
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export(assess_influence_source)
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export(assess_rf_class_probabilities)
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export(assign_ligands_to_celltype)
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export(bootstrap_ligand_activity_analysis)
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export(calculate_de)
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export(calculate_fraction_top_predicted)
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export(calculate_fraction_top_predicted_fisher)
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export(calculate_niche_de)
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export(calculate_niche_de_targets)
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export(calculate_p_value_bootstrap)
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export(calculate_spatial_DE)
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export(classification_evaluation_continuous_pred_wrapper)
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export(combine_sender_receiver_de)
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export(extract_top_fraction_targets)
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export(extract_top_n_ligands)
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export(extract_top_n_targets)
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export(generate_info_tables)
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export(generate_prioritization_tables)
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export(get_active_ligand_receptor_network)
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export(get_active_ligand_target_df)
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export(get_ligand_signaling_path)
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export(get_ligand_signaling_path_with_receptor)
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export(get_ligand_slope_ligand_prediction_popularity)
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export(get_ligand_target_links_oi)
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export(get_multi_ligand_importances)
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export(get_multi_ligand_importances_regression)
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export(get_multi_ligand_rf_importances)
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export(get_multi_ligand_rf_importances_regression)
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export(get_ncitations_genes)
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export(get_non_spatial_de)
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export(get_optimized_parameters_nsga2r)
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export(get_prioritization_tables)
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export(get_single_ligand_importances)
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export(get_single_ligand_importances_regression)
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export(get_slope_target_gene_popularity_ligand_prediction)
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export(get_target_genes_ligand_oi)
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export(get_top_predicted_genes)
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export(get_weighted_ligand_receptor_links)
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export(get_weighted_ligand_target_links)
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export(infer_supporting_datasources)
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export(ligand_activity_performance_top_i_removed)
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export(make_circos_lr)
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export(make_circos_plot)
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export(make_discrete_ligand_target_matrix)
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export(make_heatmap_bidir_lt_ggplot)
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export(make_heatmap_ggplot)
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export(make_ligand_activity_target_exprs_plot)
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export(make_ligand_receptor_lfc_plot)
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export(make_ligand_receptor_lfc_spatial_plot)
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export(make_line_plot)
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export(make_mushroom_plot)
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export(make_threecolor_heatmap_ggplot)
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export(mlrmbo_optimization)
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export(model_based_ligand_activity_prediction)
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export(model_evaluation_hyperparameter_optimization)
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export(model_evaluation_optimization)
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export(model_evaluation_hyperparameter_optimization_mlrmbo)
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export(model_evaluation_optimization_application)
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export(model_evaluation_optimization_mlrmbo)
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export(model_evaluation_optimization_nsga2r)
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export(mutate_cond)
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export(nichenet_seuratobj_aggregate)
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export(nichenet_seuratobj_aggregate_cluster_de)
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export(nichenet_seuratobj_cluster_de)
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export(normalize_single_cell_ligand_activities)
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export(predict_ligand_activities)
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export(predict_single_cell_ligand_activities)
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export(prepare_circos_visualization)
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export(prepare_ligand_receptor_visualization)
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export(prepare_ligand_target_visualization)
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export(prepare_settings_leave_one_in_characterization)
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export(prepare_settings_leave_one_out_characterization)
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export(randomize_complete_network_source_specific)
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export(randomize_datasource_network)
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export(randomize_network)
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export(run_nsga2R_cluster)
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export(scale_quantile)
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export(scale_quantile_adapted)
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export(scaling_modified_zscore)
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export(scaling_zscore)
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export(single_ligand_activity_score_classification)
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export(single_ligand_activity_score_regression)
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export(visualize_parameter_values)
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export(visualize_parameter_values_across_folds)
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export(wrapper_average_performances)
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export(wrapper_evaluate_single_importances_ligand_prediction)
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import(Seurat)

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