diff --git a/.mailmap b/.mailmap
index 076860f1ef7e79f4651aab2b294f4f9e80bf66d5..74d7126b494ca0ca18ba4af933b155c251a2a87e 100644
--- a/.mailmap
+++ b/.mailmap
@@ -18,6 +18,10 @@ Brian Cheung <bcheung5@gmail.com> <cow@rusty.(none)>
 Brian Holt <bh00038@cvplws63.eps.surrey.ac.uk> <bdholt1@gmail.com>
 Christian Osendorfer <osendorf@gmail.com>
 Clay Woolam <clay@woolam.org>
+Denis Engemann <d.engemann@fz-juelich.de>
+Denis Engemann <d.engemann@fz-juelich.de> <denis.engemann@gmail.com>
+Denis Engemann <d.engemann@fz-juelich.de> <dengemann@Deniss-MacBook-Pro.local>
+Denis Engemann <d.engemann@fz-juelich.de> <dengemann <denis.engemann@gmail.com>
 Diego Molla <dmollaaliod@gmail.com> <diego@diego-desktop.(none)>
 DraXus <draxus@gmail.com> draxus <draxus@hammer.ugr>
 Edouard DUCHESNAY <ed203246@is206877.intra.cea.fr> <duchesnay@is143433.(none)>
@@ -25,10 +29,14 @@ Edouard DUCHESNAY <ed203246@is206877.intra.cea.fr> <edouard.duchesnay@gmail.com>
 Edouard DUCHESNAY <ed203246@is206877.intra.cea.fr> <edouard@is2206219.(none)>
 Emmanuelle Gouillart <emmanuelle.gouillart@nsup.org>
 Emmanuelle Gouillart <emmanuelle.gouillart@nsup.org> <emma@aleph.(none)>
-Fabian Pedregosa <fabian@fseoane.net> <fabian.pedregosa@inria.fr>
+Fabian Pedregosa <fabian.pedregosa@inria.fr>
+Fabian Pedregosa <fabian.pedregosa@inria.fr> <fabian@fseoane.net>
+Fabian Pedregosa <fabian.pedregosa@inria.fr> <f@bianp.net>
 Federico Vaggi <vaggi.federico@gmail.com>
-Gael Varoquaux <gael.varoquaux@normalesup.org>
-Gael Varoquaux <gael.varoquaux@normalesup.org> <varoquau@normalesup.org>
+Federico Vaggi <vaggi.federico@gmail.com> <vaggi.federico@GMAIL.COM>
+Gael Varoquaux <gael.varoquaux@inria.fr>
+Gael Varoquaux <gael.varoquaux@inria.fr> <gael.varoquaux@normalesup.org>
+Gael Varoquaux <gael.varoquaux@inria.fr> <varoquau@normalesup.org>
 Gilles Louppe <g.louppe@gmail.com> <g.louppe@ulg.ac.be>
 Harikrishnan S <hihari777@gmail.com>
 Hrishikesh Huilgolkar <hrishikesh911@gmail.com> <hrishikesh@QE-IND-WKS007.(none)>
@@ -37,6 +45,7 @@ Jake VanderPlas <vanderplas@astro.washington.edu> <jakevdp@yahoo.com>
 Jake VanderPlas <vanderplas@astro.washington.edu> <jakevdp@gmail.com>
 Jake VanderPlas <vanderplas@astro.washington.edu> <vanderplas@astro.washington.edu>
 James Bergstra <james.bergstra@gmail.com>
+Jaques Grobler <jaques.grobler@inria.fr> <jaquesgrobler@gmail.com>
 Jan Schl�ter <scikit-learn@jan-schlueter.de>
 Jean Kossaifi <jean.kossaifi@gmail.com>
 Jean Kossaifi <jean.kossaifi@gmail.com> <jkossaifi@is208616.intra.cea.fr>
@@ -52,6 +61,7 @@ Nelle Varoquaux <nelle.varoquaux@gmail.com>
 Nelle Varoquaux <nelle.varoquaux@gmail.com> <nelle@phgroup.com> <nelle@varoquaux@gmail.com>
 Nicolas Pinto <pinto@alum.mit.edu> <pinto@mit.edu>
 Noel Dawe <Noel.Dawe@cern.ch> <noel.dawe@gmail.com>
+Noel Dawe <Noel.Dawe@cern.ch> <noel.dAwe@cern.ch>
 Olivier Grisel <olivier.grisel@ensta.org> <ogrisel@turingcarpet.(none)>
 Olivier Grisel <olivier.grisel@ensta.org> <olivier.grisel@ensta.org>
 Olivier Hervieu <olivier.hervieu@gmail.com> <olivier.hervieu@tinyclues.com>
@@ -78,3 +88,6 @@ Wei Li <kuantkid@gmail.com>
 Wei Li <kuantkid@gmail.com> <kuantkid+github@gmail.com>
 X006 <x006@x006-icsl.(none)> <x006@x006laptop.(none)>
 Xinfan Meng <mxf3306@gmail.com> <mxf@chomsky.localdomain>
+Yannick Schwartz <yannick.schwartz@inria.fr> <yannick.schwartz@cea.fr>
+Yannick Schwartz <yannick.schwartz@inria.fr> <ys218403@is220245.(none)>
+