Dear Tarik Houichime ,

You may want to review some useful information presented below:

Addressing the issue of model interpretability in deep learning is crucial for ensuring transparency, trust, and understanding of the decision-making process. Here are some approaches and techniques that can be employed to enhance interpretability:

By employing these techniques and considering interpretability throughout the model development process, you can enhance transparency and trust in the decision-making process of complex neural network architectures.