.. _examples_gallery_file: Examples - Notebooks Gallery **************************** Switch to :ref:`Notebooks List `. Various examples are provided in notebooks below to get started with GEONE. The notebooks (with related data files) from this doc are available on Github at ``_ .. note:: In the gallery below, abbreviations are used for the beginning of the original notebook file names: - `ex_gc` stands for `ex_geosclassic` - `ex_VA` stands for `ex_vario_analysis` Images and point sets --------------------- The following notebooks show how to deal with the classes `geone.img.Img` for "images" and `geone.img.PointSet` for "point sets". .. nbgallery:: :maxdepth: 1 ex_a_01 - Images and point sets ex_a_02 - Dealing with RGB images (png) ex_a_03 - Interpolating images Multiple-point statistics - DEESSE ---------------------------------- The following notebooks show how to run DEESSE with its functionalities (options). .. nbgallery:: :maxdepth: 1 ex_deesse_01 - Getting started ex_deesse_02 - Simulation path and additional outputs ex_deesse_03 - Search neighborhood ex_deesse_04 - Continuous simulations ex_deesse_05 - Geometrical transformation ex_deesse_06 - Proportion constraints ex_deesse_07 - Connectivity data ex_deesse_08 - Multivariate simulations (I) ex_deesse_09 - Multivariate simulations (II) ex_deesse_10 - Incomplete images ex_deesse_11 - Using a mask ex_deesse_12 - Multiple training data sets ex_deesse_13 - Inequality data ex_deesse_14 - Rotation in 3D ex_deesse_15 - Block data ex_deesse_16 - Advanced use of pyramids Multiple-point statistics - DEESSEX ("X-simulation") ---------------------------------------------------- The following notebooks show how some examples of crossing-simulation (X-simulation) with DEESSEX. .. nbgallery:: :maxdepth: 1 ex_deesseX_01 - Getting started ex_deesseX_02 - Example I ex_deesseX_03 - Example II ex_deesseX_04 - Example III (with non-stationarity) MultiGaussian estimation and simulation (general function) ---------------------------------------------------------- The following notebook shows elementary covariance models, and examples of covariance model in 1D, 2D, 3D, and the use of a general function (wrapper) allowing to launch the other functions of GEONE for multiGaussian estimation and simulation (based on FFT / search neighborhood (GEOSCLASSIC), see below). .. nbgallery:: :maxdepth: 1 ex_general_multiGaussian GRF based on FFT ---------------- Gaussian random fields (GRF) - simulation and estimation (kriging) in a grid - based on Fast Fourier Transform (FFT). .. nbgallery:: :maxdepth: 1 ex_grf_1d - 1D ex_grf_2d - 2D ex_grf_3d - 3D SGS / SIS and kriging based on search neighborhood -------------------------------------------------- Sequential Gaussian Simulation (SGS), Sequential Indicator Simulation (SIS) and estimation (kriging) in a grid - based on (limited) search neigborhood; tools for image analysis : covariance variogram, connectivity of images (GEOSCLASSIC wrapper). .. nbgallery:: :maxdepth: 1 ex_gc_1d_1 - 1D ex_gc_1d_2 - 1D with non stationary covariance ex_gc_2d_1 - 2D ex_gc_2d_2 - 2D with non stationary covariance ex_gc_3d_1 - 3D ex_gc_3d_2 - 3D with non stationary covariance ex_gc_indicator_1d_1 - categorical variable (indicator) in 1D ex_gc_indicator_1d_2 - ind. var. 1D with non stationary covariance ex_gc_indicator_2d_1 - categorical variable (indicator) in 2D ex_gc_indicator_2d_2 - ind. var. 2D with non stationary covariance ex_gc_indicator_3d_1 - categorical variable (indicator) in 3D ex_gc_indicator_3d_2 - ind. var. 1D with non stationary covariance ex_gc_image_analysis - tools for image analysis Variogram analysis tools ------------------------ Tools for variogram analysis - variogram fitting - illustrated in various cases. .. nbgallery:: :maxdepth: 1 ex_VA_data1D_1 - 1D ex_VA_data1D_2 - 1D with non-stationarity ex_VA_data2D_1 - 2D omni-directional ex_VA_data2D_2 - 2D with anisotropy ex_VA_data2D_3 - 2D with non-stationarity ex_VA_data3D_1 - 3D omni-directional ex_VA_data3D_2 - 3D with anisotropy ex_VA_data3D_3 - 3D omni horizonally only ex_VA_data3D_4 - 3D with non-stationarity Pluri-Gaussian simulation (PGS) ------------------------------- .. nbgallery:: :maxdepth: 1 ex_pgs - PGS in 1D, 2D, 3D Substitution Random Function (SRF) ---------------------------------- .. nbgallery:: :maxdepth: 1 ex_srf_mg_mc - categorical SRF in 1D, 2D, 3D ex_srf_mg_mg - continuous SRF in 1D, 2D, 3D Miscellaneous algorithms based on random processes -------------------------------------------------- Other algorithms based on random processes such accept-reject sampler, Markov chain on finite set, homogeneous and non-homogeneous Poisson point process, Chentsov simulations. .. nbgallery:: :maxdepth: 1 ex_acceptRejectSampler ex_markov_chain ex_randProcess - various examples Logging ------- Some functions of GEONE allow for logging, based on the standard package `logging`. .. nbgallery:: :maxdepth: 1 ex_logging