WebbThe shap.GPUTreeExplaine can be used on Ubuntu, but little information I know is about running it on Windows. My code is: explainerGPU = shap.GPUTreeExplainer(model, … Webb9 mars 2024 · « first day (2323 days earlier) ← previous day next day → last day (36 days later) »

SHAP Part 2: Kernel SHAP - Medium

Webb自然言語処理の分類問題で解釈性のツールである shap を使ってみたのでまとめます。 結論から言うと DeepExplainer は shap_values の処理が早いが環境構築がむずかしい、 … Webb22 jan. 2024 · Like the Tree explainer, the GPUTree explainer is specifically designed for tree-based machine learning models, but it is designed to accelerate the computations … graphic organizer na tic-tac-toe

ModuleNotFoundError: No module named

WebbLike the Tree explainer, the GPUTree explainer is specifically designed for tree-based machine learning models, but it is designed to accelerate the computations using NVIDIA GPUs. source To run it, one needs: shap package installed on a machine with a GPU Machine having a GPU at runtime. WebbGPU accelerated SHAP values: Jane Street example Python · Jane Street Market Prediction GPU accelerated SHAP values: Jane Street example Notebook Input Output Logs … WebbPartial function to compute the shap values. drexml.explain.get_quantile_by_circuit(model, X, Y, threshold=0.5) Get the selection quantile of the model by circuit (or globally). Select features whose relevance score is above said quantile. Parameters: model ( sklearn.base.BaseEstimator) – Fited model. graphic organizer model คือ