Responsible AI Toolbox
Current- Pricing
- Freemium
- Rating
- -
- Visits
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A suite of tools for a customized, end-to-end responsible AI experience.
The Responsible AI Toolbox is a comprehensive suite of tools designed to operationalize responsible AI practices throughout the AI lifecycle. It provides functionalities for model debugging, decision-making, fairness assessment, and error analysis. The toolbox offers a single-pane-of-glass experience through the Responsible AI Dashboard, allowing users to interactively connect insights from various tools to conduct holistic responsible AI assessments. Key components include error analysis widgets, explanation dashboards, and fairness dashboards. The architecture allows for customization based on unique tooling needs, including integration with external tools. Use cases range from identifying and mitigating model biases to explaining individual predictions and informing business decisions. The toolbox supports both classification and regression models, with metrics that are tailored to the model type.
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What is the Responsible AI Toolbox?
The Responsible AI Toolbox is a collection of integrated tools and functionalities designed to help operationalize Responsible AI in practice. It provides capabilities for model debugging, fairness assessment, and explanation.
What is the Responsible AI Dashboard?
The Responsible AI Dashboard is a single pane of glass that enables you to easily flow through different stages of model debugging (identification, diagnosis, and mitigation) and decision-making.
How do I customize the Responsible AI Dashboard?
The Responsible AI Dashboard can be customized based on your unique tooling needs and preferences. You can design workflows that interactively connect insights from a variety of model debugging and decision-making tools.
What types of models are supported by the Responsible AI Toolbox?
The toolbox supports both classification and regression models. It provides metrics tailored to the specific model type.
| Tool | Pricing | Rating | Visits |
|---|---|---|---|
| Responsible AI ToolboxCurrent | Freemium | - | - |
| What-If Tool | Free | ★ 0.0 | - |
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Responsible AI Toolbox
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