.. _sphx_glr_auto_examples_model:

1. Model
-------------------


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  .. image:: /auto_examples/model/images/thumb/sphx_glr_model_building_classical_rgr_thumb.png
    :alt: 1. solving regression problem with ML

  :ref:`sphx_glr_auto_examples_model_model_building_classical_rgr.py`

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      <div class="sphx-glr-thumbnail-title">1. solving regression problem with ML</div>
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  .. image:: /auto_examples/model/images/thumb/sphx_glr_model_building_classical_cls_thumb.png
    :alt: 2. solving classification problem with ML

  :ref:`sphx_glr_auto_examples_model_model_building_classical_cls.py`

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      <div class="sphx-glr-thumbnail-title">2. solving classification problem with ML</div>
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  .. image:: /auto_examples/model/images/thumb/sphx_glr_model_building_nn_rgr_thumb.png
    :alt: 3. neural networks for regression

  :ref:`sphx_glr_auto_examples_model_model_building_nn_rgr.py`

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  .. image:: /auto_examples/model/images/thumb/sphx_glr_model_building_nn_cls_thumb.png
    :alt: 4. neural network for classification

  :ref:`sphx_glr_auto_examples_model_model_building_nn_cls.py`

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  .. image:: /auto_examples/model/images/thumb/sphx_glr_activations_thumb.png
    :alt: 5. activations

  :ref:`sphx_glr_auto_examples_model_activations.py`

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      <div class="sphx-glr-thumbnail-title">5. activations</div>
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  .. image:: /auto_examples/model/images/thumb/sphx_glr_model_building_nn_torch_thumb.png
    :alt: 6. building neural network with PyTorch

  :ref:`sphx_glr_auto_examples_model_model_building_nn_torch.py`

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      <div class="sphx-glr-thumbnail-title">6. building neural network with PyTorch</div>
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  .. image:: /auto_examples/model/images/thumb/sphx_glr_training_pytorch_based_models_thumb.png
    :alt: 7. training pytorch based models

  :ref:`sphx_glr_auto_examples_model_training_pytorch_based_models.py`

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      <div class="sphx-glr-thumbnail-title">7. training pytorch based models</div>
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  .. image:: /auto_examples/model/images/thumb/sphx_glr_load_model_from_config_thumb.png
    :alt: 8. loading model from config

  :ref:`sphx_glr_auto_examples_model_load_model_from_config.py`

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  .. image:: /auto_examples/model/images/thumb/sphx_glr_model_evaluation_thumb.png
    :alt: 9. model evaluation

  :ref:`sphx_glr_auto_examples_model_model_evaluation.py`

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  .. image:: /auto_examples/model/images/thumb/sphx_glr_input_data_formats_thumb.png
    :alt: 10. input data formats

  :ref:`sphx_glr_auto_examples_model_input_data_formats.py`

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.. toctree::
   :hidden:

   /auto_examples/model/model_building_classical_rgr
   /auto_examples/model/model_building_classical_cls
   /auto_examples/model/model_building_nn_rgr
   /auto_examples/model/model_building_nn_cls
   /auto_examples/model/activations
   /auto_examples/model/model_building_nn_torch
   /auto_examples/model/training_pytorch_based_models
   /auto_examples/model/load_model_from_config
   /auto_examples/model/model_evaluation
   /auto_examples/model/input_data_formats