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Verde v1.8.0

Getting Started

  • Overview
  • Installing
  • Gallery
    • K-Fold cross-validation with blocks
    • Blocked reduction operations
    • Using weights in blocked reduction
    • Using weights in blocked means
    • Checkerboard function
    • Mask grid points by convex hull
    • Gridding with a cubic interpolator
    • Mask grid points by distance
    • Gridding with a nearest-neighbors interpolator
    • Gridding with a linear interpolator
    • Projection of gridded data
    • Gridding with splines
    • Gridding with splines (cross-validated)
    • Gridding with splines and weights
    • Splitting data into train and test sets
    • Polynomial trend
    • Trends in vector data
    • Gridding 2D vectors

User Guide

  • Grid Coordinates
  • Trend Estimation
  • Data Decimation
  • Geographic Coordinates
  • Chaining Operations
  • Evaluating Performance
  • Model Selection
  • Using Weights
  • Vector Data

Reference documentation

  • List of functions and classes (API)
    • verde.Spline
    • verde.SplineCV
    • verde.KNeighbors
    • verde.Linear
    • verde.Cubic
    • verde.VectorSpline2D
    • verde.BlockReduce
    • verde.BlockMean
    • verde.Trend
    • verde.Chain
    • verde.Vector
    • verde.train_test_split
    • verde.cross_val_score
    • verde.BlockShuffleSplit
    • verde.BlockKFold
    • verde.line_coordinates
    • verde.grid_coordinates
    • verde.scatter_points
    • verde.profile_coordinates
    • verde.get_region
    • verde.pad_region
    • verde.inside
    • verde.block_split
    • verde.rolling_window
    • verde.expanding_window
    • verde.project_region
    • verde.project_grid
    • verde.distance_mask
    • verde.convexhull_mask
    • verde.maxabs
    • verde.variance_to_weights
    • verde.grid_to_table
    • verde.make_xarray_grid
    • verde.median_distance
    • verde.load_surfer
    • verde.synthetic.CheckerBoard
    • verde.base.BaseGridder
    • verde.base.BaseBlockCrossValidator
    • verde.base.n_1d_arrays
    • verde.base.check_fit_input
    • verde.base.least_squares
    • verde.ScipyGridder
    • verde.datasets.locate
    • verde.datasets.fetch_baja_bathymetry
    • verde.datasets.setup_baja_bathymetry_map
    • verde.datasets.fetch_california_gps
    • verde.datasets.setup_california_gps_map
    • verde.datasets.fetch_texas_wind
    • verde.datasets.setup_texas_wind_map
    • verde.datasets.fetch_rio_magnetic
    • verde.datasets.setup_rio_magnetic_map
  • Citing Verde
  • References
  • Changelog
  • Version compatibility
  • Documentation for other versions

Community

  • Join the community
  • How to contribute
  • Code of Conduct
  • Source code on GitHub
  • The Fatiando a Terra project
Theme by the Executable Book Project
  • repository
  • open issue
  • suggest edit
  • .rst

Gallery

Gallery#

This gallery contains a selection examples of what Verde can do.

K-Fold cross-validation with blocks

K-Fold cross-validation with blocks#

Blocked reduction operations

Blocked reduction operations#

Using weights in blocked reduction

Using weights in blocked reduction#

Using weights in blocked means

Using weights in blocked means#

Checkerboard function

Checkerboard function#

Mask grid points by convex hull

Mask grid points by convex hull#

Gridding with a cubic interpolator

Gridding with a cubic interpolator#

Mask grid points by distance

Mask grid points by distance#

Gridding with a nearest-neighbors interpolator

Gridding with a nearest-neighbors interpolator#

Gridding with a linear interpolator

Gridding with a linear interpolator#

Projection of gridded data

Projection of gridded data#

Gridding with splines

Gridding with splines#

Gridding with splines (cross-validated)

Gridding with splines (cross-validated)#

Gridding with splines and weights

Gridding with splines and weights#

Splitting data into train and test sets

Splitting data into train and test sets#

Polynomial trend

Polynomial trend#

Trends in vector data

Trends in vector data#

Gridding 2D vectors

Gridding 2D vectors#

Gallery generated by Sphinx-Gallery

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Installing

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K-Fold cross-validation with blocks

© Copyright 2017-2023, The Verde Developers.
Last updated on May 08, 2023.