.. image:: pystat.png
    :height: 20
    :alt: Statistique
    :target: http://www.xavierdupre.fr/app/ensae_teaching_cs/helpsphinx/td_2a_notions.html#pour-un-profil-plutot-data-scientist

Algorithmes probabilistes
+++++++++++++++++++++++++

(*à venir*)

*Lectures*

* `Probabilistic Data Structures for Web Analytics and Data Mining <https://highlyscalable.wordpress.com/2012/05/01/probabilistic-structures-web-analytics-data-mining/>`_
* `HyperLogLog: the analysis of a near-optimal cardinality estimation algorithm <http://algo.inria.fr/flajolet/Publications/FlFuGaMe07.pdf>`_

*Modules*

* `hyperloglog <https://github.com/svpcom/hyperloglog>`_