Files in GeneSelectR
'GeneSelectR' - Comprehensive Feature Selection Workflow for Bulk RNAseq Datasets

MD5
README.md
NAMESPACE
DESCRIPTION
LICENSE
R/annotate_gene_lists.R R/configure_environment.R R/run_simplify_enrichment.R R/plot_upset.R R/plot_metrics.R R/GO_enrichment_analysis.R R/classes.R R/compute_GO_child_term_metrics.R R/skip_if_no_modules.R R/GeneSelectR.R R/calculate_overlap_coefficients.R R/plot_overlap_heatmaps.R R/python_env_setup.R R/zzz.R R/globals.R R/plot_feature_importance.R R/import_python_packages.R R/utils.R
inst/doc/example.html
inst/doc/example.R inst/doc/example.Rmd
inst/docker/Dockerfile
inst/python/geneset_stability.py
inst/python/fit_and_evaluate_pipelines.py
inst/python/correlation_filter.py
inst/python/GeneSelectR.py
inst/python/requirements.txt
inst/extras/logo.R inst/extras/display_heatmap.R inst/extras/testing_draft.R inst/extras/UrbanRandomSubset.R inst/extras/run_multiple_simplifyGO.R inst/extras/benchmark_geneset_stability.R inst/extras/working.R inst/extras/compare_gene_lists.R
inst/extras/draft
inst/extras/GeneSelectR_stable.R inst/extras/calculate_gene_set_stability.R inst/extras/GeneSelectR_parallel.R
build/vignette.rds
tests/testthat.R tests/testthat/test_plot_feature_importance.R tests/testthat/test_overlap_heatmaps.R tests/testthat/test_plot_metrics.R tests/testthat/test_annotate_gene_lists.R tests/testthat/test_compute_GO_child_term_metrics.R tests/testthat/test_GeneSelectR.R tests/testthat/test_calculate_overlap_coefficients.R tests/testthat/test_GO_enrichment_analysis.R
tests/testthat/fixtures/UrbanRandomSubset.rda
tests/testthat/fixtures/PipelineResults.rds
tests/testthat/fixtures/EnrichGO_subset.rds
tests/testthat/fixtures/AnnotatedGeneLists.rds
tests/testthat/fixtures/background.rds
vignettes/example.Rmd
vignettes/example_cache/html/unnamed-chunk-13_ae1d0f363083977f86feca2e1203b626.rdb
vignettes/example_cache/html/unnamed-chunk-11_281472ade94ebcacba43b43388a77f58.rdb
vignettes/example_cache/html/unnamed-chunk-5_e0c94a38a0b8c72f314d4f41aea73c2f.rdx
vignettes/example_cache/html/unnamed-chunk-7_223818795cb89dc0356cead1c1863ece.rdb
vignettes/example_cache/html/unnamed-chunk-23_ab4c1621fb2c9be44af9349b3d76b2ed.RData
vignettes/example_cache/html/unnamed-chunk-11_281472ade94ebcacba43b43388a77f58.RData
vignettes/example_cache/html/unnamed-chunk-4_13606e51ba927084ce8f0366f6fb2c5b.rdx
vignettes/example_cache/html/unnamed-chunk-24_fdad7848b88a0713933bd81a9343e6f6.rdb
vignettes/example_cache/html/unnamed-chunk-22_903c6ef3cef6e4bd98f0ad7264e691ec.RData
vignettes/example_cache/html/unnamed-chunk-11_281472ade94ebcacba43b43388a77f58.rdx
vignettes/example_cache/html/unnamed-chunk-32_df2a1504c02c6f053e16aa5a9866f93d.RData
vignettes/example_cache/html/unnamed-chunk-34_c8b67adb48547695d979b785764cff61.rdb
vignettes/example_cache/html/unnamed-chunk-21_107e0c5e4558cefca45720b9a9cdcde0.RData
vignettes/example_cache/html/unnamed-chunk-25_f2093be62383542b7f6a86f6ffbeed47.RData
vignettes/example_cache/html/unnamed-chunk-24_fdad7848b88a0713933bd81a9343e6f6.RData
vignettes/example_cache/html/unnamed-chunk-31_a240915a1b635d431eeee1cef5afd99f.rdx
vignettes/example_cache/html/unnamed-chunk-6_5bcddc8fc77de0dd816a846e66ab022c.rdb
vignettes/example_cache/html/unnamed-chunk-26_f54666f89dd70de45f123ae9a5fa5550.RData
vignettes/example_cache/html/unnamed-chunk-29_3c1f76d8f572e37b0e5df64c1cf25fe6.rdx
vignettes/example_cache/html/unnamed-chunk-8_5369b6cf2d9d77ab2469c08c71ba1795.RData
vignettes/example_cache/html/unnamed-chunk-30_c3a7214836ede69282c115e09d8d3d14.rdb
vignettes/example_cache/html/unnamed-chunk-22_903c6ef3cef6e4bd98f0ad7264e691ec.rdb
vignettes/example_cache/html/unnamed-chunk-17_a794af8527440c047c63937534a27ec6.rdx
vignettes/example_cache/html/unnamed-chunk-16_902b62ed81a8939f71f1dcf7209acbec.rdb
vignettes/example_cache/html/unnamed-chunk-25_f2093be62383542b7f6a86f6ffbeed47.rdb
vignettes/example_cache/html/unnamed-chunk-15_fea1aadb19c748350a58efedff3f66c8.RData
vignettes/example_cache/html/unnamed-chunk-9_7ed769176c56757b908fd17e0872bfb7.rdx
vignettes/example_cache/html/unnamed-chunk-22_903c6ef3cef6e4bd98f0ad7264e691ec.rdx
vignettes/example_cache/html/unnamed-chunk-27_6fabadfdb425feb5d889200c6d5a24a5.rdb
vignettes/example_cache/html/unnamed-chunk-28_18b187866c28b3b688b11a65d260402d.rdx
vignettes/example_cache/html/unnamed-chunk-12_7463c16afffa854d7c99d9ab566a9d8e.rdb
vignettes/example_cache/html/unnamed-chunk-27_6fabadfdb425feb5d889200c6d5a24a5.RData
vignettes/example_cache/html/unnamed-chunk-21_107e0c5e4558cefca45720b9a9cdcde0.rdb
vignettes/example_cache/html/unnamed-chunk-12_7463c16afffa854d7c99d9ab566a9d8e.rdx
vignettes/example_cache/html/unnamed-chunk-20_23f600e04333bc5abcbd3bb59531f2c3.RData
vignettes/example_cache/html/unnamed-chunk-8_5369b6cf2d9d77ab2469c08c71ba1795.rdx
vignettes/example_cache/html/unnamed-chunk-3_a0c0cf33422a6db5e728f73a76666b24.rdb
vignettes/example_cache/html/unnamed-chunk-12_7463c16afffa854d7c99d9ab566a9d8e.RData
vignettes/example_cache/html/unnamed-chunk-31_a240915a1b635d431eeee1cef5afd99f.RData
vignettes/example_cache/html/unnamed-chunk-33_197cf273fc2feb7304e4a5ba6108e601.rdb
vignettes/example_cache/html/unnamed-chunk-6_5bcddc8fc77de0dd816a846e66ab022c.rdx
vignettes/example_cache/html/unnamed-chunk-33_197cf273fc2feb7304e4a5ba6108e601.RData
vignettes/example_cache/html/unnamed-chunk-34_c8b67adb48547695d979b785764cff61.RData
vignettes/example_cache/html/unnamed-chunk-26_f54666f89dd70de45f123ae9a5fa5550.rdx
vignettes/example_cache/html/unnamed-chunk-28_18b187866c28b3b688b11a65d260402d.RData
vignettes/example_cache/html/unnamed-chunk-29_3c1f76d8f572e37b0e5df64c1cf25fe6.RData
vignettes/example_cache/html/unnamed-chunk-15_fea1aadb19c748350a58efedff3f66c8.rdb
vignettes/example_cache/html/unnamed-chunk-13_ae1d0f363083977f86feca2e1203b626.rdx
vignettes/example_cache/html/unnamed-chunk-24_fdad7848b88a0713933bd81a9343e6f6.rdx
vignettes/example_cache/html/unnamed-chunk-4_13606e51ba927084ce8f0366f6fb2c5b.RData
vignettes/example_cache/html/unnamed-chunk-18_276143eb2860a32fb55b1a3031e5f6d9.rdb
vignettes/example_cache/html/unnamed-chunk-20_23f600e04333bc5abcbd3bb59531f2c3.rdb
vignettes/example_cache/html/unnamed-chunk-23_ab4c1621fb2c9be44af9349b3d76b2ed.rdx
vignettes/example_cache/html/unnamed-chunk-17_a794af8527440c047c63937534a27ec6.rdb
vignettes/example_cache/html/unnamed-chunk-10_3c61683bc6401cc32621af9263a545e5.rdb
vignettes/example_cache/html/__packages
vignettes/example_cache/html/unnamed-chunk-26_f54666f89dd70de45f123ae9a5fa5550.rdb
vignettes/example_cache/html/unnamed-chunk-19_2d13eaef3088caa6595b278da23b1e6d.rdx
vignettes/example_cache/html/unnamed-chunk-7_223818795cb89dc0356cead1c1863ece.rdx
vignettes/example_cache/html/unnamed-chunk-2_3a5b6d349b606d160726b2cc9584808a.RData
vignettes/example_cache/html/unnamed-chunk-29_3c1f76d8f572e37b0e5df64c1cf25fe6.rdb
vignettes/example_cache/html/unnamed-chunk-9_7ed769176c56757b908fd17e0872bfb7.rdb
vignettes/example_cache/html/unnamed-chunk-32_df2a1504c02c6f053e16aa5a9866f93d.rdb
vignettes/example_cache/html/unnamed-chunk-14_479de805e6dc9f7518113a6cd2bd0515.rdx
vignettes/example_cache/html/unnamed-chunk-14_479de805e6dc9f7518113a6cd2bd0515.RData
vignettes/example_cache/html/unnamed-chunk-25_f2093be62383542b7f6a86f6ffbeed47.rdx
vignettes/example_cache/html/unnamed-chunk-2_3a5b6d349b606d160726b2cc9584808a.rdx
vignettes/example_cache/html/unnamed-chunk-8_5369b6cf2d9d77ab2469c08c71ba1795.rdb
vignettes/example_cache/html/unnamed-chunk-14_479de805e6dc9f7518113a6cd2bd0515.rdb
vignettes/example_cache/html/unnamed-chunk-10_3c61683bc6401cc32621af9263a545e5.RData
vignettes/example_cache/html/unnamed-chunk-4_13606e51ba927084ce8f0366f6fb2c5b.rdb
vignettes/example_cache/html/unnamed-chunk-10_3c61683bc6401cc32621af9263a545e5.rdx
vignettes/example_cache/html/unnamed-chunk-19_2d13eaef3088caa6595b278da23b1e6d.rdb
vignettes/example_cache/html/unnamed-chunk-5_e0c94a38a0b8c72f314d4f41aea73c2f.rdb
vignettes/example_cache/html/unnamed-chunk-18_276143eb2860a32fb55b1a3031e5f6d9.RData
vignettes/example_cache/html/unnamed-chunk-13_ae1d0f363083977f86feca2e1203b626.RData
vignettes/example_cache/html/unnamed-chunk-27_6fabadfdb425feb5d889200c6d5a24a5.rdx
vignettes/example_cache/html/unnamed-chunk-5_e0c94a38a0b8c72f314d4f41aea73c2f.RData
vignettes/example_cache/html/unnamed-chunk-3_a0c0cf33422a6db5e728f73a76666b24.RData
vignettes/example_cache/html/unnamed-chunk-34_c8b67adb48547695d979b785764cff61.rdx
vignettes/example_cache/html/unnamed-chunk-28_18b187866c28b3b688b11a65d260402d.rdb
vignettes/example_cache/html/unnamed-chunk-30_c3a7214836ede69282c115e09d8d3d14.RData
vignettes/example_cache/html/unnamed-chunk-18_276143eb2860a32fb55b1a3031e5f6d9.rdx
vignettes/example_cache/html/unnamed-chunk-7_223818795cb89dc0356cead1c1863ece.RData
vignettes/example_cache/html/unnamed-chunk-21_107e0c5e4558cefca45720b9a9cdcde0.rdx
vignettes/example_cache/html/unnamed-chunk-15_fea1aadb19c748350a58efedff3f66c8.rdx
vignettes/example_cache/html/unnamed-chunk-32_df2a1504c02c6f053e16aa5a9866f93d.rdx
vignettes/example_cache/html/unnamed-chunk-9_7ed769176c56757b908fd17e0872bfb7.RData
vignettes/example_cache/html/unnamed-chunk-16_902b62ed81a8939f71f1dcf7209acbec.RData
vignettes/example_cache/html/unnamed-chunk-3_a0c0cf33422a6db5e728f73a76666b24.rdx
vignettes/example_cache/html/unnamed-chunk-19_2d13eaef3088caa6595b278da23b1e6d.RData
vignettes/example_cache/html/unnamed-chunk-33_197cf273fc2feb7304e4a5ba6108e601.rdx
vignettes/example_cache/html/unnamed-chunk-2_3a5b6d349b606d160726b2cc9584808a.rdb
vignettes/example_cache/html/unnamed-chunk-17_a794af8527440c047c63937534a27ec6.RData
vignettes/example_cache/html/unnamed-chunk-16_902b62ed81a8939f71f1dcf7209acbec.rdx
vignettes/example_cache/html/unnamed-chunk-6_5bcddc8fc77de0dd816a846e66ab022c.RData
vignettes/example_cache/html/unnamed-chunk-20_23f600e04333bc5abcbd3bb59531f2c3.rdx
vignettes/example_cache/html/unnamed-chunk-31_a240915a1b635d431eeee1cef5afd99f.rdb
vignettes/example_cache/html/unnamed-chunk-23_ab4c1621fb2c9be44af9349b3d76b2ed.rdb
vignettes/example_cache/html/unnamed-chunk-30_c3a7214836ede69282c115e09d8d3d14.rdx
vignettes/images/package_workflow.png
vignettes/images/overlap.png
vignettes/images/upset_1.png
vignettes/images/package-scheme.png
vignettes/images/hmap_overlap_GO.png
vignettes/images/plot_metrics.png
vignettes/images/dge_volcano_uad_vs_uah.png
vignettes/images/overlap_permutation.png
vignettes/images/hmap_GO_clusters.png
vignettes/images/hmap_jaccard_GO.png
vignettes/images/feature_importance_plot.png
vignettes/images/compute_GO_child_term_metrics.png
vignettes/images/hmap_soerensen_GO.png
vignettes/images/union_0_feature_selection_mean_cv.png
vignettes/images/Clustering_Rel_louvain.png
man/define_sklearn_modules.Rd man/calculate_mean_cv_scores.Rd man/steps_to_tuples.Rd man/aggregate_feature_importances.Rd man/plot_overlap_heatmaps.Rd man/split_data.Rd man/create_pipelines.Rd man/plot_metrics.Rd man/evaluate_test_metrics.Rd man/check_python_modules_available.Rd man/plot_feature_importance.Rd man/python-modules.Rd man/GO_enrichment_analysis.Rd man/install_python_packages.Rd man/set_reticulate_python.Rd man/create_conda_env.Rd man/configure_environment.Rd man/dot-onAttach.Rd man/calculate_overlap_coefficients.Rd man/perform_grid_search.Rd man/GeneList-class.Rd man/enable_multiprocess.Rd man/compute_GO_child_term_metrics.Rd man/run_simplify_enrichment.Rd man/pipeline_to_list.Rd man/import_python_packages.Rd man/AnnotatedGeneLists-class.Rd man/calculate_permutation_feature_importance.Rd man/set_default_fs_methods.Rd man/get_feature_importances.Rd man/PipelineResults-class.Rd man/GeneSelectR.Rd man/TestMetrics-class.Rd man/plot_upset.Rd man/load_python_packages.Rd man/annotate_gene_lists.Rd man/skip_if_no_modules.Rd man/create_test_metrics_df.Rd man/set_default_param_grids.Rd
man/figures/GeneSelectR.png
GeneSelectR documentation built on May 29, 2024, 4:01 a.m.