From e086ee7d3bd6dbdbedec7d786d92719eca867201 Mon Sep 17 00:00:00 2001 From: Alireza Karbalayghareh Date: Tue, 21 Feb 2023 17:26:28 -0500 Subject: [PATCH] first commit --- README.md | 2 +- demo.ipynb | 2 +- ...Model_Ablation_Barplot_Delta_Precision.pdf | Bin 18762 -> 18766 bytes ...-E2G_Model_Ablation_Barplot_Delta_auPR.pdf | Bin 19164 -> 19158 bytes figs/ENCODE-E2G_PR_curve_0-10k.pdf | Bin 19241 -> 24886 bytes figs/ENCODE-E2G_PR_curve_100k-2500k.pdf | Bin 22834 -> 30146 bytes figs/ENCODE-E2G_PR_curve_10k-100k.pdf | Bin 21178 -> 40723 bytes figs/ENCODE-E2G_PR_curve_all.pdf | Bin 17382 -> 62812 bytes figs/ENCODE-E2G_SHAP_scores_barplot.pdf | Bin 17713 -> 17719 bytes figs/ENCODE-E2G_SHAP_scores_dotplot.pdf | Bin 38424 -> 38052 bytes 10 files changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 3a90c7f..6ff0f84 100644 --- a/README.md +++ b/README.md @@ -14,4 +14,4 @@ You need three files to run ENCODE-E2G models: [tss](https://github.com/karbalayghareh/ENCODE-E2G/tree/main/tss) contains the TSS file we have used. [crispri](https://github.com/karbalayghareh/ENCODE-E2G/tree/main/data/crispri) has the CRISPRi datasets for training the ENCODE-E2G and ENCODE-E2G_Extended models. Feature tables are binary matrices which specify the features to be used in each model. We have included the the full and ablated models of ENCODE-E2G and ENCODE-E2G_Extended in [feature_table](https://github.com/karbalayghareh/ENCODE-E2G/tree/main/data/feature_table). -This [demo](https://github.com/karbalayghareh/ENCODE-E2G/blob/main/demo.ipynb) file show step-by-step how to run the ENCODE-E2G models, save them, predict the CRISPRi E-G pair, plot the analysis figures, and perform the genome-wide predictions for the provided E-G pairs for every ENCODE cell types. \ No newline at end of file +This [demo](https://github.com/karbalayghareh/ENCODE-E2G/blob/main/demo.ipynb) file shows step-by-step how to run the ENCODE-E2G models, save them, predict the CRISPRi E-G pair, plot the analysis figures, and perform the genome-wide predictions for the provided E-G pairs for every ENCODE cell types. \ No newline at end of file diff --git a/demo.ipynb b/demo.ipynb index c08c30d..1aa9c50 100644 --- a/demo.ipynb +++ b/demo.ipynb @@ -31,7 +31,7 @@ "outputs": [], "source": [ "# True for 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