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diff --git a/doc/common/main_page.h b/doc/common/main_page.h
index 1a7994a5..b3e9ea03 100644
--- a/doc/common/main_page.h
+++ b/doc/common/main_page.h
@@ -93,6 +93,25 @@
</td>
</tr>
</table>
+ \subsection CoverComplexDataStructure Cover Complexes
+ \image html "gicvisu.jpg" "Graph Induced Complex of a point cloud."
+<table border="0">
+ <tr>
+ <td width="25%">
+ <b>Author:</b> Mathieu Carri&egrave;re<br>
+ <b>Introduced in:</b> GUDHI 2.1.0<br>
+ <b>Copyright:</b> GPL v3<br>
+ <b>Requires:</b> \ref cgal &ge; 4.8.1
+ </td>
+ <td width="75%">
+ Nerves and Graph Induced Complexes are cover complexes, i.e. simplicial complexes that provably contain
+ topological information about the input data. They can be computed with a cover of the
+ data, that comes i.e. from the preimage of a family of intervals covering the image
+ of a scalar-valued function defined on the data. <br>
+ <b>User manual:</b> \ref cover_complex - <b>Reference manual:</b> Gudhi::cover_complex::Cover_complex
+ </td>
+ </tr>
+</table>
\subsection SkeletonBlockerDataStructure Skeleton blocker
\image html "ds_representation.png" "Skeleton blocker representation"
<table border="0">
@@ -152,6 +171,7 @@
</table>
\section Toolbox Toolbox
+
\subsection BottleneckDistanceToolbox Bottleneck distance
\image html "perturb_pd.png" "Bottleneck distance is the length of the longest edge"
<table border="0">
@@ -211,276 +231,23 @@
<b>User manual:</b> \ref persistent_cohomology - <b>Reference manual:</b> Gudhi::persistent_cohomology::Persistent_cohomology
</td>
</tr>
+</table>
+ \subsection PersistenceRepresentationsToolbox Persistence representations
+ \image html "average_landscape.png" "Persistence representations"
+<table border="0">
+ <tr>
+ <td width="25%">
+ <b>Author:</b> Pawel Dlotko<br>
+ <b>Introduced in:</b> GUDHI 2.1.0<br>
+ <b>Copyright:</b> GPL v3<br>
+ </td>
+ <td width="75%">
+ It contains implementation of various representations of persistence diagrams; diagrams themselves, persistence
+ landscapes (rigorous and grid version), persistence heath maps, vectors and others. It implements basic
+ functionalities which are neccessary to use persistence in statistics and machine learning.<br>
+ <b>User manual:</b> \ref Persistence_representations
+ </td>
+ </tr>
</table>
+
*/
-
-/*! \page installation GUDHI installation
- * \tableofcontents
- * As GUDHI is a header only library, there is no need to install the library.
- *
- * Examples of GUDHI headers inclusion can be found in \ref demos.
- *
- * \section compiling Compiling
- * The library uses c++11 and requires <a target="_blank" href="http://www.boost.org/">Boost</a> with version 1.48.0 or
- * more recent. It is a multi-platform library and compiles on Linux, Mac OSX and Visual Studio 2015.
- *
- * \subsection demos Demos and examples
- * To build the demos and examples, run the following commands in a terminal:
-\verbatim cd /path-to-gudhi/
-mkdir build
-cd build/
-cmake ..
-make \endverbatim
- * A list of examples is available <a href="examples.html">here</a>.
- *
- * \subsection testsuites Test suites
- * To test your build, run the following command in a terminal:
- * \verbatim make test \endverbatim
- *
- * \subsection documentationgeneration Documentation
- * To generate the documentation, <a target="_blank" href="http://www.doxygen.org/">Doxygen</a> is required.
- * Run the following command in a terminal:
-\verbatim
-make doxygen
-# Documentation will be generated in the folder YYYY-MM-DD-hh-mm-ss_GUDHI_X.Y.Z/doc/html/
-# You can customize the directory name by calling `cmake -DUSER_VERSION_DIR=/my/custom/folder`
-\endverbatim
- *
- * \section optionallibrary Optional third-party library
- * \subsection gmp GMP
- * The multi-field persistent homology algorithm requires GMP which is a free library for arbitrary-precision
- * arithmetic, operating on signed integers, rational numbers, and floating point numbers.
- *
- * The following example requires the <a target="_blank" href="http://gmplib.org/">GNU Multiple Precision Arithmetic
- * Library</a> (GMP) and will not be built if GMP is not installed:
- * \li <a href="_persistent_cohomology_2rips_multifield_persistence_8cpp-example.html">
- * Persistent_cohomology/rips_multifield_persistence.cpp</a>
- *
- * Having GMP version 4.2 or higher installed is recommended.
- *
- * \subsection cgal CGAL
- * The \ref alpha_complex data structure, \ref bottleneck_distance, and few examples requires CGAL, which is a C++
- * library which provides easy access to efficient and reliable geometric algorithms.
- *
- * \note There is no need to install CGAL, you can just <CODE>cmake . && make</CODE> CGAL (or even
- * <CODE>cmake -DCGAL_HEADER_ONLY=ON .</CODE> for CGAL version &ge; 4.8.0), thereafter you will be able to compile
- * GUDHI by calling <CODE>cmake -DCGAL_DIR=/your/path/to/CGAL-X.Y .. && make</CODE>
- *
- * Having CGAL version 4.4.0 or higher installed is recommended. The procedure to install this library according to
- * your operating system is detailed here http://doc.cgal.org/latest/Manual/installation.html
- *
- * The following examples require the <a target="_blank" href="http://www.cgal.org/">Computational Geometry Algorithms
- * Library</a> (CGAL \cite cgal:eb-15b) and will not be built if CGAL is not installed:
- * \li <a href="_persistent_cohomology_2alpha_complex_3d_persistence_8cpp-example.html">
- * Persistent_cohomology/alpha_complex_3d_persistence.cpp</a>
- * \li <a href="_persistent_cohomology_2exact_alpha_complex_3d_persistence_8cpp-example.html">
- * Persistent_cohomology/exact_alpha_complex_3d_persistence.cpp</a>
- * \li <a href="_persistent_cohomology_2weighted_alpha_complex_3d_persistence_8cpp-example.html">
- * Persistent_cohomology/weighted_alpha_complex_3d_persistence.cpp</a>
- * \li <a href="_simplex_tree_2example_alpha_shapes_3_simplex_tree_from_off_file_8cpp-example.html">
- * Simplex_tree/example_alpha_shapes_3_simplex_tree_from_off_file.cpp</a>
- *
- * The following example requires CGAL version &ge; 4.6.0:
- * \li <a href="_witness_complex_2witness_complex_sphere_8cpp-example.html">
- * Witness_complex/witness_complex_sphere.cpp</a>
- *
- * The following example requires CGAL version &ge; 4.7.0:
- * \li <a href="_alpha_complex_2_alpha_complex_from_off_8cpp-example.html">
- * Alpha_complex/Alpha_complex_from_off.cpp</a>
- * \li <a href="_alpha_complex_2_alpha_complex_from_points_8cpp-example.html">
- * Alpha_complex/Alpha_complex_from_points.cpp</a>
- * \li <a href="_persistent_cohomology_2alpha_complex_persistence_8cpp-example.html">
- * Persistent_cohomology/alpha_complex_persistence.cpp</a>
- * \li <a href="_persistent_cohomology_2periodic_alpha_complex_3d_persistence_8cpp-example.html">
- * Persistent_cohomology/periodic_alpha_complex_3d_persistence.cpp</a>
- * \li <a href="_persistent_cohomology_2custom_persistence_sort_8cpp-example.html">
- * Persistent_cohomology/custom_persistence_sort.cpp</a>
- *
- * The following example requires CGAL version &ge; 4.8.1:
- * \li <a href="_bottleneck_distance_2alpha_rips_persistence_bottleneck_distance_8cpp-example.html">
- * Bottleneck_distance/alpha_rips_persistence_bottleneck_distance.cpp.cpp</a>
- * \li <a href="_bottleneck_distance_2bottleneck_basic_example_8cpp-example.html">
- * Bottleneck_distance/bottleneck_basic_example.cpp</a>
- * \li <a href="_bottleneck_distance_2bottleneck_read_file_example_8cpp-example.html">
- * Bottleneck_distance/bottleneck_read_file_example.cpp</a>
- * \li <a href="_spatial_searching_2example_spatial_searching_8cpp-example.html">
- * Spatial_searching/example_spatial_searching.cpp</a>
- * \li <a href="_subsampling_2example_choose_n_farthest_points_8cpp-example.html">
- * Subsampling/example_choose_n_farthest_points.cpp</a>
- * \li <a href="_subsampling_2example_custom_kernel_8cpp-example.html">
- * Subsampling/example_custom_kernel.cpp</a>
- * \li <a href="_subsampling_2example_pick_n_random_points_8cpp-example.html">
- * Subsampling/example_pick_n_random_points.cpp</a>
- * \li <a href="_subsampling_2example_sparsify_point_set_8cpp-example.html">
- * Subsampling/example_sparsify_point_set.cpp</a>
- * \li <a href="_tangential_complex_2example_basic_8cpp-example.html">
- * Tangential_complex/example_basic.cpp</a>
- * \li <a href="_tangential_complex_2example_with_perturb_8cpp-example.html">
- * Tangential_complex/example_with_perturb.cpp</a>
- *
- * \subsection eigen3 Eigen3
- * The \ref alpha_complex data structure and few examples requires
- * <a target="_blank" href="http://eigen.tuxfamily.org/">Eigen3</a> is a C++ template library for linear algebra:
- * matrices, vectors, numerical solvers, and related algorithms.
- *
- * The following example requires the <a target="_blank" href="http://eigen.tuxfamily.org/">Eigen3</a> and will not be
- * built if Eigen3 is not installed:
- * \li <a href="_alpha_complex_2_alpha_complex_from_off_8cpp-example.html">
- * Alpha_complex/Alpha_complex_from_off.cpp</a>
- * \li <a href="_alpha_complex_2_alpha_complex_from_points_8cpp-example.html">
- * Alpha_complex/Alpha_complex_from_points.cpp</a>
- * \li <a href="_bottleneck_distance_2alpha_rips_persistence_bottleneck_distance_8cpp-example.html">
- * Bottleneck_distance/alpha_rips_persistence_bottleneck_distance.cpp.cpp</a>
- * \li <a href="_persistent_cohomology_2alpha_complex_persistence_8cpp-example.html">
- * Persistent_cohomology/alpha_complex_persistence.cpp</a>
- * \li <a href="_persistent_cohomology_2periodic_alpha_complex_3d_persistence_8cpp-example.html">
- * Persistent_cohomology/periodic_alpha_complex_3d_persistence.cpp</a>
- * \li <a href="_persistent_cohomology_2custom_persistence_sort_8cpp-example.html">
- * Persistent_cohomology/custom_persistence_sort.cpp</a>
- * \li <a href="_spatial_searching_2example_spatial_searching_8cpp-example.html">
- * Spatial_searching/example_spatial_searching.cpp</a>
- * \li <a href="_subsampling_2example_choose_n_farthest_points_8cpp-example.html">
- * Subsampling/example_choose_n_farthest_points.cpp</a>
- * \li <a href="_subsampling_2example_custom_kernel_8cpp-example.html">
- * Subsampling/example_custom_kernel.cpp</a>
- * \li <a href="_subsampling_2example_pick_n_random_points_8cpp-example.html">
- * Subsampling/example_pick_n_random_points.cpp</a>
- * \li <a href="_subsampling_2example_sparsify_point_set_8cpp-example.html">
- * Subsampling/example_sparsify_point_set.cpp</a>
- * \li <a href="_tangential_complex_2example_basic_8cpp-example.html">
- * Tangential_complex/example_basic.cpp</a>
- * \li <a href="_tangential_complex_2example_with_perturb_8cpp-example.html">
- * Tangential_complex/example_with_perturb.cpp</a>
- *
- * \subsection tbb Threading Building Blocks
- * <a target="_blank" href="https://www.threadingbuildingblocks.org/">Intel&reg; TBB</a> lets you easily write parallel
- * C++ programs that take full advantage of multicore performance, that are portable and composable, and that have
- * future-proof scalability.
- *
- * Having Intel&reg; TBB installed is recommended to parallelize and accelerate some GUDHI computations.
- *
- * The following examples are using Intel&reg; TBB if installed:
- * \li <a href="_alpha_complex_2_alpha_complex_from_off_8cpp-example.html">
- * Alpha_complex/Alpha_complex_from_off.cpp</a>
- * \li <a href="_alpha_complex_2_alpha_complex_from_points_8cpp-example.html">
- * Alpha_complex/Alpha_complex_from_points.cpp</a>
- * \li <a href="_bitmap_cubical_complex_2_bitmap_cubical_complex_8cpp-example.html">
- * Bitmap_cubical_complex/Bitmap_cubical_complex.cpp</a>
- * \li <a href="_bitmap_cubical_complex_2_bitmap_cubical_complex_periodic_boundary_conditions_8cpp-example.html">
- * Bitmap_cubical_complex/Bitmap_cubical_complex_periodic_boundary_conditions.cpp</a>
- * \li <a href="_bitmap_cubical_complex_2_random_bitmap_cubical_complex_8cpp-example.html">
- * Bitmap_cubical_complex/Random_bitmap_cubical_complex.cpp</a>
- * \li <a href="_persistent_cohomology_2alpha_complex_3d_persistence_8cpp-example.html">
- * Persistent_cohomology/alpha_complex_3d_persistence.cpp</a>
- * \li <a href="_persistent_cohomology_2alpha_complex_persistence_8cpp-example.html">
- * Persistent_cohomology/alpha_complex_persistence.cpp</a>
- * \li <a href="_simplex_tree_2simple_simplex_tree_8cpp-example.html">
- * Simplex_tree/simple_simplex_tree.cpp</a>
- * \li <a href="_simplex_tree_2example_alpha_shapes_3_simplex_tree_from_off_file_8cpp-example.html">
- * Simplex_tree/example_alpha_shapes_3_simplex_tree_from_off_file.cpp</a>
- * \li <a href="_simplex_tree_2simplex_tree_from_cliques_of_graph_8cpp-example.html">
- * Simplex_tree/simplex_tree_from_cliques_of_graph.cpp</a>
- * \li <a href="_persistent_cohomology_2alpha_complex_3d_persistence_8cpp-example.html">
- * Persistent_cohomology/alpha_complex_3d_persistence.cpp</a>
- * \li <a href="_persistent_cohomology_2alpha_complex_persistence_8cpp-example.html">
- * Persistent_cohomology/alpha_complex_persistence.cpp</a>
- * \li <a href="_persistent_cohomology_2rips_persistence_via_boundary_matrix_8cpp-example.html">
- * Persistent_cohomology/rips_persistence_via_boundary_matrix.cpp</a>
- * \li <a href="_persistent_cohomology_2persistence_from_file_8cpp-example.html">
- * Persistent_cohomology/persistence_from_file.cpp</a>
- * \li <a href="_persistent_cohomology_2persistence_from_simple_simplex_tree_8cpp-example.html">
- * Persistent_cohomology/persistence_from_simple_simplex_tree.cpp</a>
- * \li <a href="_persistent_cohomology_2plain_homology_8cpp-example.html">
- * Persistent_cohomology/plain_homology.cpp</a>
- * \li <a href="_persistent_cohomology_2rips_distance_matrix_persistence_8cpp-example.html">
- * Persistent_cohomology/rips_distance_matrix_persistence.cpp</a>
- * \li <a href="_persistent_cohomology_2rips_multifield_persistence_8cpp-example.html">
- * Persistent_cohomology/rips_multifield_persistence.cpp</a>
- * \li <a href="_persistent_cohomology_2rips_persistence_8cpp-example.html">
- * Persistent_cohomology/rips_persistence.cpp</a>
- * \li <a href="_persistent_cohomology_2rips_persistence_step_by_step_8cpp-example.html">
- * Persistent_cohomology/rips_persistence_step_by_step.cpp</a>
- * \li <a href="_persistent_cohomology_2exact_alpha_complex_3d_persistence_8cpp-example.html">
- * Persistent_cohomology/exact_alpha_complex_3d_persistence.cpp</a>
- * \li <a href="_persistent_cohomology_2weighted_alpha_complex_3d_persistence_8cpp-example.html">
- * Persistent_cohomology/weighted_alpha_complex_3d_persistence.cpp</a>
- * \li <a href="_persistent_cohomology_2periodic_alpha_complex_3d_persistence_8cpp-example.html">
- * Persistent_cohomology/periodic_alpha_complex_3d_persistence.cpp</a>
- * \li <a href="_persistent_cohomology_2custom_persistence_sort_8cpp-example.html">
- * Persistent_cohomology/custom_persistence_sort.cpp</a>
- * \li <a href="_rips_complex_2example_one_skeleton_rips_from_points_8cpp-example.html">
- * Rips_complex/example_one_skeleton_rips_from_points.cpp</a>
- * \li <a href="_rips_complex_2example_rips_complex_from_off_file_8cpp-example.html">
- * Rips_complex/example_rips_complex_from_off_file.cpp</a>
- *
- * \section Contributions Bug reports and contributions
- * Please help us improving the quality of the GUDHI library. You may report bugs or suggestions to:
- * \verbatim Contact: gudhi-users@lists.gforge.inria.fr \endverbatim
- *
- * GUDHI is open to external contributions. If you want to join our development team, please contact us.
- *
-*/
-
-/*! \page Citation Acknowledging the GUDHI library
- * We kindly ask users to cite the GUDHI library as appropriately as possible in their papers, and to mention the use
- * of the GUDHI library on the web pages of their projects using GUDHI and provide us with links to these web pages.
- * Feel free to contact us in case you have any question or remark on this topic.
- *
- * We provide \ref GudhiBibtex entries for the modules of the User and Reference Manual, as well as for publications
- * directly related to the GUDHI library.
- * \section GudhiBibtex GUDHI bibtex
- * \verbinclude biblio/how_to_cite_gudhi.bib
-*/
-
-// List of GUDHI examples - Doxygen needs at least a file tag to analyse comments
-/*! @file Examples
- * @example Alpha_complex/Alpha_complex_from_off.cpp
- * @example Alpha_complex/Alpha_complex_from_points.cpp
- * @example Bottleneck_distance/alpha_rips_persistence_bottleneck_distance.cpp
- * @example Bottleneck_distance/bottleneck_basic_example.cpp
- * @example Bottleneck_distance/bottleneck_read_file_example.cpp
- * @example Bitmap_cubical_complex/Bitmap_cubical_complex.cpp
- * @example Bitmap_cubical_complex/Bitmap_cubical_complex_periodic_boundary_conditions.cpp
- * @example Bitmap_cubical_complex/Random_bitmap_cubical_complex.cpp
- * @example common/example_CGAL_3D_points_off_reader.cpp
- * @example common/example_CGAL_points_off_reader.cpp
- * @example Contraction/Garland_heckbert.cpp
- * @example Contraction/Rips_contraction.cpp
- * @example Persistent_cohomology/alpha_complex_3d_persistence.cpp
- * @example Persistent_cohomology/alpha_complex_persistence.cpp
- * @example Persistent_cohomology/rips_persistence_via_boundary_matrix.cpp
- * @example Persistent_cohomology/exact_alpha_complex_3d_persistence.cpp
- * @example Persistent_cohomology/weighted_alpha_complex_3d_persistence.cpp
- * @example Persistent_cohomology/periodic_alpha_complex_3d_persistence.cpp
- * @example Persistent_cohomology/persistence_from_file.cpp
- * @example Persistent_cohomology/persistence_from_simple_simplex_tree.cpp
- * @example Persistent_cohomology/plain_homology.cpp
- * @example Persistent_cohomology/rips_multifield_persistence.cpp
- * @example Persistent_cohomology/rips_distance_matrix_persistence.cpp
- * @example Persistent_cohomology/rips_persistence.cpp
- * @example Persistent_cohomology/custom_persistence_sort.cpp
- * @example Persistent_cohomology/rips_persistence_step_by_step.cpp
- * @example Rips_complex/example_one_skeleton_rips_from_points.cpp
- * @example Rips_complex/example_rips_complex_from_off_file.cpp
- * @example Simplex_tree/mini_simplex_tree.cpp
- * @example Simplex_tree/simple_simplex_tree.cpp
- * @example Simplex_tree/example_alpha_shapes_3_simplex_tree_from_off_file.cpp
- * @example Simplex_tree/simplex_tree_from_cliques_of_graph.cpp
- * @example Skeleton_blocker/Skeleton_blocker_from_simplices.cpp
- * @example Skeleton_blocker/Skeleton_blocker_iteration.cpp
- * @example Skeleton_blocker/Skeleton_blocker_link.cpp
- * @example Spatial_searching/example_spatial_searching.cpp
- * @example Subsampling/example_choose_n_farthest_points.cpp
- * @example Subsampling/example_custom_kernel.cpp
- * @example Subsampling/example_pick_n_random_points.cpp
- * @example Subsampling/example_sparsify_point_set.cpp
- * @example Tangential_complex/example_basic.cpp
- * @example Tangential_complex/example_with_perturb.cpp
- * @example Witness_complex/example_nearest_landmark_table.cpp
- * @example Witness_complex/example_strong_witness_complex_off.cpp
- * @example Witness_complex/example_strong_witness_persistence.cpp
- * @example Witness_complex/example_witness_complex_off.cpp
- * @example Witness_complex/example_witness_complex_persistence.cpp
- * @example Witness_complex/example_witness_complex_sphere.cpp
- */
-