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24Added in Motherbase
10 months, 2 weeks agoSelf-Explainable Deep Learning
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 world's 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 and end users by providing tools to transparently explain the workings of deep models.
- It facilitates regulatory compliance, particularly with the EU AI Act and other local regulations.
- It enhances risk management capabilities for finance and legal teams by offering insights into potential model failures when applied in real-world machines or software applications.
The Xpdeep Intelligence Platform encompasses:
- A suite of libraries designed for various AI tasks, including classification, prediction, and more.
- An application that allows users to access, visualize, explain, and optimize deep models.
Reach out to us to learn more about what Xpdeep can do for your organization.
#deeplearning #explainableAI #AI #deeptech
Artificial Intelligence, Deep Learning, and Explainable AI
Self-Explainable Deep Learning
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 world's 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 and end users by providing tools to transparently explain the workings of deep models.
- It facilitates regulatory compliance, particularly with the EU AI Act and other local regulations.
- It enhances risk management capabilities for finance and legal teams by offering insights into potential model failures when applied in real-world machines or software applications.
The Xpdeep Intelligence Platform encompasses:
- A suite of libraries designed for various AI tasks, including classification, prediction, and more.
- An application that allows users to access, visualize, explain, and optimize deep models.
Reach out to us to learn more about what Xpdeep can do for your organization.
#deeplearning #explainableAI #AI #deeptech
Xpdeep deep learning framework generates simultaneously the deep model and its complete, precise and intelligible explanations, with no compromise on performance.
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