Examples
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This section provides practical examples of how to use the Nanoparticle Library (NPL) to train models, extract features, and optimize nanoparticle structures.

Training a Topological Descriptor Model
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For a detailed tutorial on training a model using Topological Descriptors, please refer to the following document:

.. toctree::
   :maxdepth: 1

   examples/train_top.rst

Optimization of the chemical ordering a nanoalloy
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For a detailed tutorial on training a model using Topological Descriptors, please refer to the following document:

.. toctree::
   :maxdepth: 1

   examples/global_optimization.rst

Optimization of the chemical ordering a multimetallic nanoparticle
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For a detailed tutorial on training a model using the Extended Topological Descriptors and optimize the chemical ordering of a multimetallic nanoalloys please refer to the following document:

.. toctree::
   :maxdepth: 1

   examples/multimet_go.rst

Loading a Pretrained TOP Model and Performing Chemical Ordering Optimization
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This tutorial demonstrates how to load a pretrained TOP model and perform a chemical ordering optimization using the `npl` library.

.. toctree::
   :maxdepth: 1

   examples/loading_pretrain_top.rst