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Examples
========
Examples of several functionalities of the package.
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_boxplot_thumb.png
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:ref:`sphx_glr_auto_examples_plot_boxplot.py`
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Boxplot
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_classification_methods_thumb.png
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:ref:`sphx_glr_auto_examples_plot_classification_methods.py`
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Classification methods
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_clustering_thumb.png
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:ref:`sphx_glr_auto_examples_plot_clustering.py`
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Clustering
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_depth_classification_thumb.png
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:ref:`sphx_glr_auto_examples_plot_depth_classification.py`
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Depth based classification
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_discrete_representation_thumb.png
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:ref:`sphx_glr_auto_examples_plot_discrete_representation.py`
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Discretized function representation
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_elastic_registration_thumb.png
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:ref:`sphx_glr_auto_examples_plot_elastic_registration.py`
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Elastic registration
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_explore_thumb.png
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:ref:`sphx_glr_auto_examples_plot_explore.py`
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Exploring data
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_extrapolation_thumb.png
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:ref:`sphx_glr_auto_examples_plot_extrapolation.py`
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Extrapolation
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_composition_thumb.png
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:ref:`sphx_glr_auto_examples_plot_composition.py`
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Function composition
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_functional_regression_thumb.png
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:ref:`sphx_glr_auto_examples_plot_functional_regression.py`
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Functional Linear Regression with multivariate covariates.
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_fpca_thumb.png
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:ref:`sphx_glr_auto_examples_plot_fpca.py`
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Functional Principal Component Analysis
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_fpca_regression_thumb.png
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:ref:`sphx_glr_auto_examples_plot_fpca_regression.py`
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Functional Principal Component Analysis Regression.
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_interpolation_thumb.png
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:ref:`sphx_glr_auto_examples_plot_interpolation.py`
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Interpolation
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_k_neighbors_classification_thumb.png
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:ref:`sphx_glr_auto_examples_plot_k_neighbors_classification.py`
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K-nearest neighbors classification
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_kernel_regression_thumb.png
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:ref:`sphx_glr_auto_examples_plot_kernel_regression.py`
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Kernel Regression
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_kernel_smoothing_thumb.png
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:ref:`sphx_glr_auto_examples_plot_kernel_smoothing.py`
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Kernel Smoothing
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_landmark_registration_thumb.png
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:ref:`sphx_glr_auto_examples_plot_landmark_registration.py`
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Landmark registration
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_landmark_shift_thumb.png
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:ref:`sphx_glr_auto_examples_plot_landmark_shift.py`
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Landmark shift
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_magnitude_shape_thumb.png
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:ref:`sphx_glr_auto_examples_plot_magnitude_shape.py`
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Magnitude-Shape Plot
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_magnitude_shape_synthetic_thumb.png
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:ref:`sphx_glr_auto_examples_plot_magnitude_shape_synthetic.py`
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Magnitude-Shape Plot synthetic example
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_aemet_unsupervised_thumb.png
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:ref:`sphx_glr_auto_examples_plot_aemet_unsupervised.py`
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Meteorological data: data visualization, clustering, and functional PCA
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_neighbors_functional_regression_thumb.png
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:ref:`sphx_glr_auto_examples_plot_neighbors_functional_regression.py`
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Neighbors Functional Regression
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_neighbors_scalar_regression_thumb.png
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:ref:`sphx_glr_auto_examples_plot_neighbors_scalar_regression.py`
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Neighbors Scalar Regression
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_oneway_thumb.png
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:ref:`sphx_glr_auto_examples_plot_oneway.py`
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One-way functional ANOVA with real data
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_oneway_synthetic_thumb.png
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:ref:`sphx_glr_auto_examples_plot_oneway_synthetic.py`
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One-way functional ANOVA with synthetic data
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_fpca_inverse_transform_outl_detection_thumb.png
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:ref:`sphx_glr_auto_examples_plot_fpca_inverse_transform_outl_detection.py`
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Outlier detection with FPCA
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_pairwise_alignment_thumb.png
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:ref:`sphx_glr_auto_examples_plot_pairwise_alignment.py`
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Pairwise alignment
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_radius_neighbors_classification_thumb.png
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:ref:`sphx_glr_auto_examples_plot_radius_neighbors_classification.py`
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Radius neighbors classification
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_representation_thumb.png
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:ref:`sphx_glr_auto_examples_plot_representation.py`
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Representation of functional data
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_shift_registration_thumb.png
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:ref:`sphx_glr_auto_examples_plot_shift_registration.py`
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Shift Registration
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_tecator_regression_thumb.png
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:ref:`sphx_glr_auto_examples_plot_tecator_regression.py`
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Spectrometric data: derivatives, regression, and variable selection
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_surface_boxplot_thumb.png
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:ref:`sphx_glr_auto_examples_plot_surface_boxplot.py`
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Surface Boxplot
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.. image:: /auto_examples/images/thumb/sphx_glr_plot_phonemes_classification_thumb.png
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:ref:`sphx_glr_auto_examples_plot_phonemes_classification.py`
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Voice signals: smoothing, registration, and classification
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.. toctree::
:hidden:
/auto_examples/plot_boxplot
/auto_examples/plot_classification_methods
/auto_examples/plot_clustering
/auto_examples/plot_depth_classification
/auto_examples/plot_discrete_representation
/auto_examples/plot_elastic_registration
/auto_examples/plot_explore
/auto_examples/plot_extrapolation
/auto_examples/plot_composition
/auto_examples/plot_functional_regression
/auto_examples/plot_fpca
/auto_examples/plot_fpca_regression
/auto_examples/plot_interpolation
/auto_examples/plot_k_neighbors_classification
/auto_examples/plot_kernel_regression
/auto_examples/plot_kernel_smoothing
/auto_examples/plot_landmark_registration
/auto_examples/plot_landmark_shift
/auto_examples/plot_magnitude_shape
/auto_examples/plot_magnitude_shape_synthetic
/auto_examples/plot_aemet_unsupervised
/auto_examples/plot_neighbors_functional_regression
/auto_examples/plot_neighbors_scalar_regression
/auto_examples/plot_oneway
/auto_examples/plot_oneway_synthetic
/auto_examples/plot_fpca_inverse_transform_outl_detection
/auto_examples/plot_pairwise_alignment
/auto_examples/plot_radius_neighbors_classification
/auto_examples/plot_representation
/auto_examples/plot_shift_registration
/auto_examples/plot_tecator_regression
/auto_examples/plot_surface_boxplot
/auto_examples/plot_phonemes_classification
Expand scikit-fda
=================
Examples of how to expand the functionality of scikit-fda with custom behaviors.
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