Xpdeep

XPDEEP lets you UNDERSTAND AI deep learning models, OPTIMIZE them based on business objectives and requirements, and EXPLAIN them to stakeholders for trust, compliance and risk management. Xpdeep offers the worlds first self-explainable AI deep learning framework, generating both the deep model and its complete, precise, and intelligible explanations simultaneously, without compromising performance. For the first time in deep learning, explanations are provided at the model level, not just at the inference level. This ability to generate self-explainable models has significant implications. At the design stage, we provide data scientists with tools to understand, optimize, and explain the deep model, meeting business objectives and constraints. When deploying the deep model into software and equipment, our explanations help customers address trust, compliance, and risk management issues typically associated with deployment: - Xpdeep instills trust among AI developers, business a...