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. WebbGPUTreeShap: Massively Parallel Exact Calculation of SHAP Scores for Tree Ensembles Rory Mitchell1, Eibe Frank2, and Geoffrey Holmes2 1Nvidia Corporation 2Department of Computer Science, University of Waikato, New Zealand Corresponding author: Rory Mitchell1 Email address: [email protected]
GPUTreeShap: massively parallel exact calculation of SHAP …
Webbshap.explainers.GPUTree Edit on GitHub shap.explainers.GPUTree class shap.explainers.GPUTree(model, data=None, model_output='raw', … Webb16 aug. 2024 · explainer = shap.explainers.GPUTree(model) shap_values_per_entity = explainer.shap_values(x_predict) model = lgbm When I'm using the GPUTree Explainer … earn mechanical engineering degree online
GitHub - rapidsai/gputreeshap
Webb12 dec. 2024 · PyTorch默认使用从0开始的GPU,如果GPU0正在运行程序,需要指定其他GPU。. 有如下两种方法来指定需要使用的GPU。. 类似tensorflow指定GPU的方式,使用CUDA_VISIBLE_DEVICES。. 1.1 直接终端中设定:. CUDA_VISIBLE_DEVICES=1 python my_script.py. 1. 1.2 python代码中设定:. import os os.environ ... Webbto 19× for SHAP values, and speedups of up to 340× for SHAP interaction values, over a state-of-the-art multi-core CPU implementation executed on two 20-core Xeon E5-2698 … Webb26 nov. 2024 · CSDN问答为您找到ModuleNotFoundError: No module named 'numba.core'相关问题答案,如果想了解更多关于ModuleNotFoundError: No module named 'numba.core' python 技术问题等相关问答,请访问CSDN问答。 earn me a point 77