shap Examples and Free Source Code

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

Shap value plotting error on Databricks but works locally...

python matplotlib databricks azure-databricks shap

SHAP Summary Plot and Mean Values displaying together...

python r machine-learning shap

Is there a way to customize the feature order in a SHAP beeswarm plot?...

python matplotlib plot shap beeswarm

Difference between Shapley values and SHAP for interpretable machine learning...

machine-learning shap