diff --git a/doc/about.rst b/doc/about.rst
index bb628469d239b..c269cf2b5ec5f 100644
--- a/doc/about.rst
+++ b/doc/about.rst
@@ -96,86 +96,340 @@ following paper:
 Artwork
 -------
 
-High quality PNG and SVG logos are available in the `doc/logos/ <https://github.com/scikit-learn/scikit-learn/tree/master/doc/logos>`_ source directory.
+High quality PNG and SVG logos are available in the `doc/logos/
+<https://github.com/scikit-learn/scikit-learn/tree/master/doc/logos>`_
+source directory.
 
 .. image:: images/scikit-learn-logo-notext.png
    :align: center
 
 Funding
 -------
+Scikit-Learn is a community driven project, however institutional and private
+grants help to assure its sustainability.
+
+The project would like to thank the following funders. 
+
+...................................
+
+.. raw:: html
+
+   <div class="sk-sponsor-div">
+   <div class="sk-sponsor-div-box">
+
+The `Members <https://scikit-learn.fondation-inria.fr/en/home/#sponsors>`_ of
+the `Scikit-Learn Consortium at Inria Foundation
+<https://scikit-learn.fondation-inria.fr/en/home/>`_  fund Olivier
+Grisel, Guillaume Lemaitre, Jérémie du Boisberranger and Chiara Marmo.
+
+.. raw:: html
+
+   </div>
+
+.. |msn| image:: images/microsoft.png
+   :width: 100pt
+   :target: https://www.microsoft.com/
+
+.. |bcg| image:: images/bcg.png
+   :width: 100pt
+   :target: https://www.bcg.com/beyond-consulting/bcg-gamma/default.aspx
+
+.. |axa| image:: images/axa.png
+   :width: 50pt
+   :target: https://www.axa.fr/
+
+.. |bnp| image:: images/bnp.png
+   :width: 150pt
+   :target: https://www.bnpparibascardif.com/
+
+.. |intel| image:: images/intel.png
+   :width: 70pt
+   :target: https://www.intel.com/
+
+.. |nvidia| image:: images/nvidia.png
+   :width: 70pt
+   :target: https://www.nvidia.com/
+
+.. |dataiku| image:: images/dataiku.png
+   :width: 70pt
+   :target: https://www.dataiku.com/
+
+.. |inria| image:: images/inria-logo.jpg
+   :width: 100pt
+   :target: https://www.inria.fr
+
+
+.. raw:: html
+
+   <div class="sk-sponsor-div-box">
+
+.. table::
+   :class: sk-sponsor-table align-default
+
+   +---------+----------+
+   | |msn|   |  |bcg|   |
+   +---------+----------+
+   |      .......       |
+   +---------+----------+ 
+   |  |axa|  |   |bnp|  |
+   +---------+----------+
+   | |intel| | |nvidia| |
+   +---------+----------+
+   |      ........      |
+   +---------+----------+
+   ||dataiku|| |inria|  |
+   +---------+----------+
+
+.. raw:: html
+
+   </div>
+   </div>
+
+........  
+
+.. raw:: html
+
+   <div class="sk-sponsor-div">
+   <div class="sk-sponsor-div-box">
+
+`Columbia University <https://columbia.edu/>`_ funds Andreas Müller since 2016
+
+.. raw:: html
+
+   </div>
+
+   <div class="sk-sponsor-div-box">
+
+.. image:: themes/scikit-learn/static/img/columbia.png 
+   :width: 50pt
+   :align: center
+   :target: https://www.columbia.edu/
+
+.. raw:: html
+
+   </div>
+   </div>
+
+..........
+
+.. raw:: html
+
+   <div class="sk-sponsor-div">   
+   <div class="sk-sponsor-div-box">
+
+Andreas Müller received a grant to improve scikit-learn from the
+`Alfred P. Sloan Foundation <https://sloan.org>`_ .
+This grant supports the position of Nicolas Hug and Thomas J. Fan.
+
+.. raw:: html
+
+   </div>
+
+   <div class="sk-sponsor-div-box">
+
+.. image:: images/sloan_banner.png
+   :width: 100pt
+   :align: center
+   :target: https://sloan.org/
+
+.. raw:: html
+
+   </div>
+   </div>
+
+...........
+
+.. raw:: html
+
+   <div class="sk-sponsor-div">
+   <div class="sk-sponsor-div-box">
+
+`The University of Sydney <https://sydney.edu.au/>`_ funds Joel Nothman since
+July 2017.
+
+.. raw:: html
+
+   </div>
+
+   <div class="sk-sponsor-div-box">
+
+.. image:: themes/scikit-learn/static/img/sydney-primary.jpeg
+   :width: 100pt
+   :align: center
+   :target: https://sydney.edu.au/
+
+.. raw:: html
+
+   </div>
+   </div>
+
+............
+
+.. raw:: html
+
+   <div class="sk-sponsor-div">
+   <div class="sk-sponsor-div-box">
+
+`Anaconda, Inc <https://www.anaconda.com/>`_ funds Adrin Jalali since 2019.
+
+.. raw:: html
+
+   </div>
+
+   <div class="sk-sponsor-div-box">
+
+.. image:: images/anaconda.png
+   :width: 100pt
+   :align: center
+   :target: https://sydney.edu.au/
+
+.. raw:: html
+
+   </div>
+   </div>
+
+Past Sponsors
+.............
+
+.. raw:: html
+
+   <div class="sk-sponsor-div">
+   <div class="sk-sponsor-div-box">
 
 `INRIA <https://www.inria.fr>`_ actively supports this project. It has
 provided funding for Fabian Pedregosa (2010-2012), Jaques Grobler
 (2012-2013) and Olivier Grisel (2013-2017) to work on this project
 full-time. It also hosts coding sprints and other events.
 
+.. raw:: html
+
+   </div>
+
+   <div class="sk-sponsor-div-box">
+
 .. image:: images/inria-logo.jpg
-   :width: 200pt
+   :width: 100pt
    :align: center
    :target: https://www.inria.fr
 
-`Paris-Saclay Center for Data Science <https://www.datascience-paris-saclay.fr/>`_
+.. raw:: html
+
+   </div>
+   </div>
+
+.....................
+
+.. raw:: html
+
+   <div class="sk-sponsor-div">
+   <div class="sk-sponsor-div-box">
+
+`Paris-Saclay Center for Data Science
+<https://www.datascience-paris-saclay.fr/>`_
 funded one year for a developer to work on the project full-time
-(2014-2015) and 50% of the time of Guillaume Lemaitre (2016-2017).
+(2014-2015), 50% of the time of Guillaume Lemaitre (2016-2017) and 50% of the
+time of Joris van den Bossche (2017-2018).
+
+.. raw:: html
+
+   </div>
+   <div class="sk-sponsor-div-box">
 
 .. image:: images/cds-logo.png
-   :width: 200pt
+   :width: 100pt
    :align: center
    :target: https://www.datascience-paris-saclay.fr/
 
+.. raw:: html
+
+   </div>
+   </div>
+
+..........................
+
+.. raw:: html
+
+   <div class="sk-sponsor-div">
+   <div class="sk-sponsor-div-box">
+
 `NYU Moore-Sloan Data Science Environment <https://cds.nyu.edu/mooresloan/>`_
-funded Andreas Mueller (2014-2016) to work on this project. The Moore-Sloan Data Science
-Environment also funds several students to work on the project part-time.
+funded Andreas Mueller (2014-2016) to work on this project. The Moore-Sloan
+Data Science Environment also funds several students to work on the project
+part-time.
+
+.. raw:: html
+
+   </div>
+   <div class="sk-sponsor-div-box">
 
 .. image:: images/nyu_short_color.png
-   :width: 200pt
+   :width: 100pt
    :align: center
    :target: https://cds.nyu.edu/mooresloan/
 
+.. raw:: html
+
+   </div>
+   </div>
+
+........................
 
-`Télécom Paristech <https://www.telecom-paristech.fr/>`_ funded Manoj Kumar (2014),
-Tom Dupré la Tour (2015), Raghav RV (2015-2017), Thierry Guillemot (2016-2017)
-and Albert Thomas (2017) to work on scikit-learn.
+.. raw:: html
+
+   <div class="sk-sponsor-div">
+   <div class="sk-sponsor-div-box">
+
+`Télécom Paristech <https://www.telecom-paristech.fr/>`_ funded Manoj Kumar
+(2014), Tom Dupré la Tour (2015), Raghav RV (2015-2017), Thierry Guillemot
+(2016-2017) and Albert Thomas (2017) to work on scikit-learn.
+
+.. raw:: html
+
+   </div>
+   <div class="sk-sponsor-div-box">
 
 .. image:: themes/scikit-learn/static/img/telecom.png
-   :width: 100pt
+   :width: 50pt
    :align: center
    :target: https://www.telecom-paristech.fr/
 
+.. raw:: html
 
-`Columbia University <https://columbia.edu/>`_ funds Andreas Müller since 2016.
+   </div>
+   </div>
 
-.. image:: themes/scikit-learn/static/img/columbia.png
-   :width: 100pt
-   :align: center
-   :target: https://www.columbia.edu/
+.....................
 
-Andreas Müller also received a grant to improve scikit-learn from the `Alfred P. Sloan Foundation <https://sloan.org>`_ in 2017.
+.. raw:: html
 
-.. image:: images/sloan_banner.png
-   :width: 200pt
-   :align: center
-   :target: https://sloan.org/
+   <div class="sk-sponsor-div">
+   <div class="sk-sponsor-div-box">
 
-`The University of Sydney <https://sydney.edu.au/>`_ funds Joel Nothman since July 2017.
+`The Labex DigiCosme <https://digicosme.lri.fr>`_ funded Nicolas Goix
+(2015-2016), Tom Dupré la Tour (2015-2016 and 2017-2018), Mathurin Massias
+(2018-2019) to work part time on scikit-learn during their PhDs. It also
+funded a scikit-learn coding sprint in 2015.
 
-.. image:: themes/scikit-learn/static/img/sydney-primary.jpeg
-   :width: 200pt
-   :align: center
-   :target: https://sydney.edu.au/
+.. raw:: html
 
-`The Labex DigiCosme <https://digicosme.lri.fr>`_ funded Nicolas Goix (2015-2016),
-Tom Dupré la Tour (2015-2016 and 2017-2018), Mathurin Massias (2018-2019) to work part time
-on scikit-learn during their PhDs. It also funded a scikit-learn coding sprint in 2015.
+   </div>
+   <div class="sk-sponsor-div-box">
 
 .. image:: themes/scikit-learn/static/img/digicosme.png
-   :width: 200pt
+   :width: 100pt
    :align: center
    :target: https://digicosme.lri.fr
 
-The following students were sponsored by `Google <https://developers.google.com/open-source/>`_
-to work on scikit-learn through the
-`Google Summer of Code <https://en.wikipedia.org/wiki/Google_Summer_of_Code>`_
+.. raw:: html
+
+   </div>
+   </div>
+
+......................
+
+The following students were sponsored by `Google
+<https://developers.google.com/open-source/>`_ to work on scikit-learn through
+the `Google Summer of Code <https://en.wikipedia.org/wiki/Google_Summer_of_Code>`_
 program.
 
 - 2007 - David Cournapeau
@@ -188,29 +442,43 @@ program.
 
 .. _Vlad Niculae: https://vene.ro/
 
-It also provided funding for sprints and events around scikit-learn. If
-you would like to participate in the next Google Summer of code
-program, please see `this page
-<https://github.com/scikit-learn/scikit-learn/wiki/SummerOfCode>`_.
+...................
 
 The `NeuroDebian <http://neuro.debian.net>`_ project providing `Debian
 <https://www.debian.org/>`_ packaging and contributions is supported by
 `Dr. James V. Haxby <http://haxbylab.dartmouth.edu/>`_ (`Dartmouth
 College <https://pbs.dartmouth.edu/>`_).
 
-The `PSF <https://www.python.org/psf/>`_ helped find and manage funding for our
-2011 Granada sprint. More information can be found `here
-<https://github.com/scikit-learn/scikit-learn/wiki/Past-sprints#granada-19th-21th-dec-2011>`__
+Sprints
+-------
 
-`tinyclues <https://www.tinyclues.com/>`_ funded the 2011 international Granada
-sprint.
+The International 2019 Paris sprint was kindly hosted by `AXA <https://www.axa.fr/>`_.
+Also some participants could attend thanks to the support of the `Alfred P.
+Sloan Foundation <https://sloan.org>`_, the `Python Software
+Foundation <https://www.python.org/psf/>`_ (PSF) and the `DATAIA Institute
+<https://dataia.eu/en>`_.
 
+.....................
+
+The 2013 International Paris Sprint was made possible thanks to the support of
+`Télécom Paristech <https://www.telecom-paristech.fr/>`_, `tinyclues
+<https://www.tinyclues.com/>`_, the `French Python Association
+<https://www.afpy.org/>`_ and the `Fonds de la Recherche Scientifique
+<https://www.frs-fnrs.be/-fnrs>`_.
+
+..............
+
+The 2011 International Granada sprint was made possible thanks to the support
+of the `PSF <https://www.python.org/psf/>`_ and `tinyclues
+<https://www.tinyclues.com/>`_.
 
 Donating to the project
-~~~~~~~~~~~~~~~~~~~~~~~
+.......................
 
-If you are interested in donating to the project or to one of our code-sprints, you can use
-the *Paypal* button below or the `NumFOCUS Donations Page <https://www.numfocus.org/support-numfocus.html>`_ (if you use the latter, please indicate that you are donating for the scikit-learn project).
+If you are interested in donating to the project or to one of our code-sprints,
+you can use the *Paypal* button below or the `NumFOCUS Donations Page
+<https://www.numfocus.org/support-numfocus.html>`_ (if you use the latter,
+please indicate that you are donating for the scikit-learn project).
 
 All donations will be handled by `NumFOCUS
 <https://numfocus.org/>`_, a non-profit-organization which is
@@ -220,8 +488,9 @@ scientific computing software, in particular in Python. As a fiscal home
 of scikit-learn, it ensures that money is available when needed to keep
 the project funded and available while in compliance with tax regulations.
 
-The received donations for the scikit-learn project mostly will go towards covering travel-expenses
-for code sprints, as well as towards the organization budget of the project [#f1]_.
+The received donations for the scikit-learn project mostly will go towards
+covering travel-expenses for code sprints, as well as towards the organization
+budget of the project [#f1]_.
 
 .. raw :: html
 
@@ -243,69 +512,20 @@ for code sprints, as well as towards the organization budget of the project [#f1
 
 .. rubric:: Notes
 
-.. [#f1] Regarding the organization budget in particular, we might use some of the donated funds to pay for other project expenses such as DNS, hosting or continuous integration services.
-
-
-The 2013 Paris international sprint
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-|center-div|   |telecom|   |tinyclues|   |afpy| |FNRS|
-
- |end-div|
-
-
-
-.. |center-div| raw:: html
-
-    <div style="text-align: center; margin: -7px 0 -10px 0;">
-
-
-.. |telecom| image:: themes/scikit-learn/static/img/telecom.png
-   :width: 120pt
-   :target: https://www.telecom-paristech.fr/
-
-
-.. |tinyclues| image:: https://www.tinyclues.com/web/wp-content/uploads/2016/06/Tinyclues-PNG-logo.png
-   :width: 120pt
-   :target: https://www.tinyclues.com/
-
-
-.. |afpy| image:: https://www.afpy.org/static/images/logo.svg
-   :width: 120pt
-   :target: https://www.afpy.org
-
-
-.. |SGR| image:: http://www.svi.cnrs-bellevue.fr/wikimedia/images/Logo_svi_inp.png
-   :width: 120pt
-   :target: http://www.svi.cnrs-bellevue.fr
-
-.. |FNRS| image:: http://www.fnrs.be/en/images/FRS-FNRS_rose_transp.png
-   :width: 120pt
-   :target: http://www.frs-fnrs.be/
-
-.. figure:: images/dysco.png
-   :width: 120pt
-   :target: https://sites.uclouvain.be/dysco/
-
-   IAP VII/19 - DYSCO
-
-.. |end-div| raw:: html
-
-  </div>
-
-*For more information on this sprint, see* `here
-<https://github.com/scikit-learn/administrative/blob/master/sprint_paris_2013/proposal.rst>`__
-
+.. [#f1] Regarding the organization budget in particular, we might use some of
+         the donated funds to pay for other project expenses such as DNS,
+         hosting or continuous integration services.
 
 Infrastructure support
 ----------------------
 
 - We would like to thank `Rackspace <https://www.rackspace.com>`_ for providing
-  us with a free `Rackspace Cloud <https://www.rackspace.com/cloud/>`_ account to
-  automatically build the documentation and the example gallery from for the
+  us with a free `Rackspace Cloud <https://www.rackspace.com/cloud/>`_ account
+  to automatically build the documentation and the example gallery from for the
   development version of scikit-learn using `this tool
   <https://github.com/scikit-learn/sklearn-docbuilder>`_.
 
-- We would also like to thank `Shining Panda
-  <http://shiningpanda.com/>`_ for free CPU time on their Continuous
-  Integration server.
+- We would also like to thank `Microsoft Azure
+  <https://azure.microsoft.com/en-us/>`_, `Travis Cl <https://travis-ci.org/>`_,
+  `CircleCl <https://circleci.com/>`_ for free CPU time on their Continuous
+  Integration servers.
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diff --git a/doc/images/sloan_banner.png b/doc/images/sloan_banner.png
index bcb98e8403006..a41a0e262a278 100644
Binary files a/doc/images/sloan_banner.png and b/doc/images/sloan_banner.png differ
diff --git a/doc/templates/index.html b/doc/templates/index.html
index 7c8dc111bc91c..83c26d3450187 100644
--- a/doc/templates/index.html
+++ b/doc/templates/index.html
@@ -188,9 +188,6 @@ <h4 class="sk-landing-call-header">Community</h4>
         </form>
         <a class="btn btn-warning btn-big sk-donate-btn mb-1" onclick="document.getElementById('paypal-form').submit(); ">Help us, <strong>donate!</strong></a>
         <a class="btn btn-warning btn-big mb-1" href="about.html#citing-scikit-learn"><strong>Cite us!</strong></a>
-        <p class="mt-2">
-            <a href="about.html#funding">Read more about donations</a>
-        </p>
       </div>
       <div class="col-md-4">
         <h4 class="sk-landing-call-header">Who uses scikit-learn?</h4>
@@ -229,28 +226,27 @@ <h4 class="sk-landing-call-header">Who uses scikit-learn?</h4>
     </div>
   </div>
 </div>
-
 <div class="container-fluid py-3">
   <div class="container sk-landing-container">
-    <div class="row">
-        <div class="col-md-3 mb-3">
-            <small>Funding provided by INRIA and others</small>
-        </div>
-        <div class="col-md-6 text-center">
-            <a href="about.html#funding" class="text-decoration-none">
+        <a class="sk-footer-funding-link" href="about.html#funding">
+        <div class="text-center">
+                <p class="mt-2">
+                  scikit-learn development and maintenance are financially supported by
+                </p>
                 <img class="sk-footer-funding-logo" src="_static/inria-small.png" title="INRIA">
-                <img class="sk-footer-funding-logo" src="_static/google-small.png" title="Google">
-                <img class="sk-footer-funding-logo" src="_static/telecom-small.png" title="Télécom ParisTech">
-                <img class="sk-footer-funding-logo" src="_static/fnrs-logo-small.png" title="FNRS">
-                <img class="sk-footer-funding-logo" src="_static/sloan_logo-small.png" title="Alfred P. Sloan Foundation" >
                 <img class="sk-footer-funding-logo" src="_static/columbia-small.png" title="Columbia University">
+                <img class="sk-footer-funding-logo" src="_static/sloan_logo-small.png" title="Alfred P. Sloan Foundation" >
                 <img class="sk-footer-funding-logo" src="_static/sydney-stacked-small.png" title="The University of Sydney">
-            </a>
-        </div>
-        <div class="col-md-2 text-md-right">
-            <small><a href="about.html#funding">More info on our contributors</a></small>
-        </div>
-    </div>
+                <img class="sk-footer-funding-logo" src="_static/microsoft-small.png" title="Microsoft" >
+                <img class="sk-footer-funding-logo" src="_static/bcg-small.png" title="Boston Consulting Group" >
+                <img class="sk-footer-funding-logo" src="_static/axa-small.png" title="AXA Assurances" >
+                <img class="sk-footer-funding-logo" src="_static/bnp-small.png" title="BNP Paris Bas Cardif" >
+                <img class="sk-footer-funding-logo" src="_static/intel-small.png" title="Intel" >
+                <img class="sk-footer-funding-logo" src="_static/nvidia-small.png" title="Nvidia" >
+                <img class="sk-footer-funding-logo" src="_static/dataiku-small.png" title="Dataiku" >
+                <img class="sk-footer-funding-logo" src="_static/anaconda-small.png" title="Anaconda" >
+        </div>
+        </a>
   </div>
 </div>
 {% endblock %}
diff --git a/doc/themes/scikit-learn-modern/static/css/theme.css b/doc/themes/scikit-learn-modern/static/css/theme.css
index 1df1559dd2dcd..b9ca49be72b01 100644
--- a/doc/themes/scikit-learn-modern/static/css/theme.css
+++ b/doc/themes/scikit-learn-modern/static/css/theme.css
@@ -319,6 +319,10 @@ div#carouselExampleSlidesOnly {
   min-height: 200px;
 }
 
+ul.sk-landing-call-list li {
+  margin-bottom: 0.25rem;
+}
+
 img.sk-footer-funding-logo {
   max-height: 36px;
   max-width: 80px;
@@ -326,10 +330,9 @@ img.sk-footer-funding-logo {
   margin-bottom: 8px;
 }
 
-ul.sk-landing-call-list li {
-  margin-bottom: 0.25rem;
+a.sk-footer-funding-link:hover {
+  text-decoration: none;
 }
-
 /* DOCS STYLE */
 
 .navbar > .sk-docs-container {
@@ -1055,6 +1058,38 @@ div.sk-page-content img.map {
           transform: scale(0.5);
 }
 
+/* sponsor */
+
+div.sk-sponsor-div {
+  display: flex;
+  flex-wrap: wrap;
+  -webkit-flex-align: center;
+  -ms-flex-align: center;
+  -webkit-align-items: center;
+  align-items: center;
+}
+
+div.sk-sponsor-div-box {
+  width: 100%;
+}
+
+@media screen and (min-width: 500px) {
+  div.sk-sponsor-div-box {
+    width: 50%;
+  }
+}
+
+table.sk-sponsor-table tr, table.sk-sponsor-table tr:nth-child(odd) {
+  border-style: none;
+  background-color: white;
+  vertical-align: middle;
+  text-align: center;
+}
+
+table.sk-sponsor-table td {
+  padding: 0.30rem;
+}
+
 /* pygments - highlightning */
 
 .highlight .hll { background-color: #ffffcc }
diff --git a/doc/themes/scikit-learn/static/img/digicosme.png b/doc/themes/scikit-learn/static/img/digicosme.png
index 2190fc5a5177b..425d255b08a06 100644
Binary files a/doc/themes/scikit-learn/static/img/digicosme.png and b/doc/themes/scikit-learn/static/img/digicosme.png differ