interpretable-ai · GitHub Topics

#计算机科学# Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

翻译 - 在Pytorch中为CNN和视觉变压器实现了许多类激活图方法。包括Grad-CAM，Grad-CAM ++，Score-CAM，Ablation-CAM和XGrad-CAM

deep-learning pytorch grad-cam visualizations interpretability interpretable-ai interpretable-deep-learning score-cam class-activation-maps vision-transformers

Python10.62 k

1 个月前

interpret

@interpretml

#计算机科学# Fit interpretable models. Explain blackbox machine learning.

翻译 - 拟合可解释的模型。说明黑匣子机器学习。

machine-learning interpretability gradient-boosting blackbox scikit-learn xai interpretml interpretable-machine-learning interpretable-ai transparency

C++6.3 k

3 天前

captum

@pytorch • Meta

Model interpretability and understanding for PyTorch

翻译 - PyTorch的模型可解释性和理解

interpretability interpretable-ai interpretable-ml feature-importance feature-attribution

Python4.94 k

1 天前