NRTK QuickStart Hub
===================

The Natural Robustness Toolkit (NRTK) helps you test AI model robustness by
simulating real-world operational conditions. Quickly install, run, and link
your scenario to the right tools.

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   :gutter: 3

   .. grid-item-card:: 🚀 Get Started in 2 Minutes
      :columns: 12 12 8 8

      **1. Install NRTK**

      .. tab-set::

         .. tab-item:: Basic Installation

            .. code-block:: bash

               pip install nrtk

         .. tab-item:: Advanced Installation

            .. code-block:: bash

               pip install nrtk[dev1,dev2,...]

            See :ref:`perturber-dependencies` for optional dev extras.

      **2. Run Your First Perturbation**

      .. code-block:: python

         from nrtk.impls.perturb_image.generic.haze_perturber
         import HazePerturber
         img_out = HazePerturber(img_in)

      See example outputs in our :doc:`Visual Perturbation Gallery <examples/perturbers>`.

   .. grid-item-card:: 🗺️ Map Your Risk to the Right Tool
      :columns: 12 12 4 4
      :class-card: sd-border-2

      Have a specific operational condition or test scenario?

      Use the Interactive Operational Risk Matrix to discover which perturbations represent your mission environment and conditions.

      +++

      .. button-ref:: risk_factors
         :color: primary
         :expand:

         ➔ Interactive Risk Matrix

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🔍 Explore More
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      .. grid-item-card:: 🚀 Getting Started
         :link: getting_started
         :link-type: doc

      .. grid-item-card:: 📚 NRTK Concepts
         :link: nrtk_explanation
         :link-type: doc

      .. grid-item-card:: 🔌 Core API Interfaces
         :link: interfaces
         :link-type: doc

      .. grid-item-card:: ⚙️ NRTK Implementations
         :link: implementations
         :link-type: doc

      .. grid-item-card:: ✅ Validation and Trust
         :link: maite/jatic_interoperability
         :link-type: doc

      .. grid-item-card:: 📊 Testing & Evaluation Guides
         :link: testing_and_evaluation_notebooks
         :link-type: doc

      .. grid-item-card:: 📟 NRTK CLI Tool
         :link: generating_perturbed_datasets
         :link-type: doc

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