link for interpretation

sdpython · Mar 4, 2019 · fbc5b6e · fbc5b6e
1 parent be64573
commit fbc5b6e
Show file tree

Hide file tree

Showing 2 changed files with 26 additions and 0 deletions.
diff --git a/_doc/sphinxdoc/source/chapters/index.rst b/_doc/sphinxdoc/source/chapters/index.rst
@@ -73,3 +73,11 @@ Deep learning résolus
     :maxdepth: 2
 
     dl_resolus
+
+Interprétation
+++++++++++++++
+
+.. toctree::
+    :maxdepth:
+
+    nn_interpretation
diff --git a/_doc/sphinxdoc/source/chapters/nn_interpretation.rst b/_doc/sphinxdoc/source/chapters/nn_interpretation.rst
@@ -0,0 +1,18 @@
+
+.. image:: pystat.png
+    :height: 20
+    :alt: Statistique
+    :target: http://www.xavierdupre.fr/app/ensae_teaching_cs/helpsphinx3/td_2a_notions.html#pour-un-profil-plutot-data-scientist
+
+.. _l-ml2a-nn-interpretation:
+
+Interprétation des réseaux de neurones
+++++++++++++++++++++++++++++++++++++++
+
+(*à venir*)
+
+*Lectures*
+
+* `Interpretation of Neural Networks is Fragile <https://arxiv.org/pdf/1710.10547.pdf>`_
+* `Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV) <https://arxiv.org/abs/1711.11279>`_,
+  `tutorial <https://beenkim.github.io/papers/BeenK_FinaleDV_ICML2017_tutorial.pdf>`_)