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scikit fda map
Carlos Ramos Carreño edited this page Apr 29, 2019
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Map of the status of the features in scikit-fda:
custom_mark10 digraph G { skfda -> types skfda -> preprocessing skfda -> datasets skfda -> clustering skfda -> regression skfda -> classification skfda -> "dimensionality reduction" skfda -> visualization skfda -> depth
dense [style=filled,color=lightgrey,URL="https://fda.readthedocs.io/en/latest/modules/autosummary/skfda.grid.FDataGrid.html#skfda.grid.FDataGrid"]
types -> dense
types -> "irregularly sampled"
basis [style=filled,color=lightgrey,URL="https://fda.readthedocs.io/en/latest/modules/autosummary/skfda.FDataBasis.html#skfda.FDataBasis"]
types -> basis
preprocessing -> derivatives
"symmetric difference" [style=filled,color=lightgrey,label="symmetric difference (derivative method, 1d)"]
derivatives -> "symmetric difference"
preprocessing -> registration
"shift registration" [style=filled,color=lightgrey,URL="https://fda.readthedocs.io/en/latest/modules/autosummary/skfda.registration.shift_registration.html#skfda.registration.shift_registration"]
registration -> "shift registration"
"landmark shift" [style=filled,color=lightgrey,URL="https://fda.readthedocs.io/en/latest/modules/autosummary/skfda.registration.landmark_shift.html#skfda.registration.landmark_shift"]
registration -> "landmark shift"
"landmark registration" [style=filled,color=lightgrey,URL="https://fda.readthedocs.io/en/latest/modules/autosummary/skfda.registration.landmark_registration.html#skfda.registration.landmark_registration"]
registration -> "landmark registration"
"elastic registration" [style=filled,color=lightgrey,URL="https://fda.readthedocs.io/en/latest/modules/autosummary/skfda.registration.elastic_registration.html#skfda.registration.elastic_registration"]
registration -> "elastic registration"
"MSE decomposition" [style=filled,color=lightgrey,URL="https://fda.readthedocs.io/en/latest/modules/autosummary/skfda.registration.mse_decomposition.html#skfda.registration.mse_decomposition"]
registration -> "MSE decomposition"
FM [style=filled,color=lightgrey,URL="https://fda.readthedocs.io/en/latest/modules/autosummary/skfda.depth_measures.fraiman_muniz_depth.html#skfda.depth_measures.fraiman_muniz_depth"]
depth -> FM
BD [style=filled,color=lightgrey,URL="https://fda.readthedocs.io/en/latest/modules/autosummary/skfda.depth_measures.band_depth.html#skfda.depth_measures.band_depth"]
depth -> BD
MBD [style=filled,color=lightgrey,URL="https://fda.readthedocs.io/en/latest/modules/autosummary/skfda.depth_measures.modified_band_depth.html#skfda.depth_measures.modified_band_depth"]
depth -> MBD
depth -> "h-mode"
depth -> "random projections"
depth -> median
boxplot [style=filled,color=lightgrey,URL="https://fda.readthedocs.io/en/latest/modules/fdata_boxplot.html"]
depth -> boxplot
depth -> "depth outliers"
depth -> "DD plot"
visualization -> boxplot
visualization -> "DD plot"
} custom_mark10