shap Examples and Free Source Code

How to edit size of axes text size on SHAP depedence plot in Python...

python plot text shap

SHAP values for Gaussian Processes Regressor are zero...

scikit-learn shap gaussian-process

Why does all my predicted SHAP values come out as misclassified?...

python-3.x shap

use SHAP values to explain a PCA-selected dataset...

python machine-learning random-forest pca shap

Extract feature importance per class from SHAP summary plot from a multi-class problem...

python-3.x machine-learning shap

Error in Shap plots (tree explainer) when using sklearn pipeline for Classification task...

scikit-learn classification pipeline shap treemodel

What is the correct way to obtain explanations for predictions using Shap?...

python machine-learning scikit-learn shap

How to plot the SHAP values log loss with index as x-axis...

python shap

Shapviz beeswarm plot color options...

r colors shap beeswarm

Difference between shap.TreeExplainer and shap.Explainer bar charts...

python-3.x random-forest feature-selection shap

Retrieve Model Results for Shapley values from GridSearch CV...

python machine-learning xgboost grid-search shap

How to build SHAP summary plot after creating ML model by GridSearchCV in Python?...

python machine-learning xgboost grid-search shap

Why use (regressor.layers[0].input, regressor.layers[-1].output) instead of just regressor in DeepEx...

python tensorflow time lstm shap

Error getting prediction explanation using shap_values when using scikit-learn pipeline?...

python-3.x scikit-learn nlp pipeline shap

Shap value dimensions are different for RandomForest and XGB why/how? Is there something one can do ...

python scikit-learn random-forest shap xgbclassifier

How to create a list with the y-axis labels of a TreeExplainer shap chart?...

python charts shap

Explaining a multi-label target Tensorflow model with SHAP...

python tensorflow shap

Shap values with cross validation - do I implement the shap values on axis 0 or axis 1?...

python scikit-learn shap

how to solve this shap.waterfall_plot error?...

python-3.x plot index-error shap waterfall

TypeError: __init__() missing 1 required positional argument: 'data'...

python pandas shap

Shap python Model type not yet supported by TreeExplainer: class 'sklearn.ensemble._stacking.Sta...

python machine-learning scikit-learn ensemble-learning shap

SHAP: exporting shap values from KernelExplainer to pandas dataframe...

python pandas dataframe machine-learning shap

SHAP Linear model waterfall with KernelExplainer and LinearExplainer...

python dataframe machine-learning classification shap

SHAP plotting waterfall using an index value in dataframe...

python dataframe machine-learning classification shap

SHAP xAI Graph scattered points...

python shap xai

Use 'predict_contrib' in LightGBM to get SHAP-values...

python machine-learning lightgbm shap

Import a package doesn't return error, but doesn't work...

python import package shap

SHAP not working with LightGBM categorical features...

python lightgbm shap

SHAP import local_accuracy...

python metrics shap

SHAP values interpretation for multi-class...

python machine-learning shap xai