Giskard

Giskard

Testing platform for AI models

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Giskard is a testing platform for AI models that helps protect companies against biases, performance, and security issues in AI models. It offers automated detection of performance, bias, and security issues, unifies AI testing practices, and ensures compliance with the EU AI Act. Giskard provides an open-source Python library for data scientists and an enterprise collaborative hub to control all AI risks in one place. It aims to address the shortcomings of current MLOps tools in handling AI risks and compliance.

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Features

Advantages

  • Automated testing saves time and effort
  • Helps in identifying biases in AI models
  • Ensures compliance with regulations
  • Provides open-source tools for data scientists
  • Centralized platform for managing AI risks

Disadvantages

  • May require some learning curve for new users
  • Limited customization options for testing
  • Dependency on Python programming knowledge

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