From 1c05836b45d1a90aa407574f4b5bba38046ebb5b Mon Sep 17 00:00:00 2001 From: snehankekre Date: Tue, 1 Feb 2022 16:53:34 +0530 Subject: [PATCH] Update docs --- README.md | 8 ++++++-- example.gif | Bin 0 -> 4877432 bytes streamlit_shap/__init__.py | 6 +++--- 3 files changed, 9 insertions(+), 5 deletions(-) create mode 100644 example.gif diff --git a/README.md b/README.md index 56d33fb..e1a22b9 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,7 @@ # streamlit-shap +This component provides a wrapper to display [SHAP](https://github.com/slundberg/shap) plots in [Streamlit](https://streamlit.io/). + ### Installation `pip install git+https://github.com/snehankekre/streamlit-shap.git` @@ -57,7 +59,9 @@ st_shap(shap.plots.beeswarm(shap_values), height=300) explainer = shap.TreeExplainer(model) shap_values = explainer.shap_values(X) -st_shap(shap.force_plot(explainer.expected_value, shap_values[0,:], X_display.iloc[0,:]), height=200) -st_shap(shap.force_plot(explainer.expected_value, shap_values[:1000,:], X_display.iloc[:1000,:]), height=500) +st_shap(shap.force_plot(explainer.expected_value, shap_values[0,:], X_display.iloc[0,:]), height=200, width=1000) +st_shap(shap.force_plot(explainer.expected_value, shap_values[:1000,:], X_display.iloc[:1000,:]), height=400, width=1000) ``` + +![st_shap](example.gif) \ No newline at end of file diff --git a/example.gif b/example.gif new file mode 100644 index 0000000000000000000000000000000000000000..f52a654db216b1ebe08d6ce0d5b4a33e123f8c78 GIT binary patch literal 4877432 zcmeEM)$}Bm@KmSvmxyySt?u_Wj=9 z@!mP};m()&GUv`c=iX6PRT2}oV8xIC+@kTL#NMLBKA<2`P-Ab=k{{90(a_by&|QxK zf#+COMc5JNxC!SZF$W~EyQHs($^3fAWA`Ydx2Phwsp%M~4aTXX=c%I?sbjYPD;frB zny4k3=w+JdRhsAx+Q>E9s4d!;wP za)XJPfhl~4DQ2EIYKA#>g*|wggM*DjNQonOo|BuEi;IJci<2v5pO=G$mrsnJ?=^q& zxREJpdi?M1@l4S9?C$PdH}<@u z>-_TKf=K5QNBfFc|4Qxi4et9}e4X2yt2=(DdwkvdyPF3*y$1sQ2O^yZ0nLY+)<*)p zM_Vr={(u 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