.. 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 .. _l-ml2a-online-training: Online training +++++++++++++++ *(à venir)* *Lectures* * `A Survey of Algorithms and Analysis for Adaptive Online Learning `_ * `Online Learning and Stochastic Approximations `_ * `Sparse Online Learning via Truncated Gradient `_ * `Fast Rates in Statistical and Online Learning `_ * `Mondrian Forests: Efficient Online Random Forests `_ * `The Mondrian Process `_ * `Extremely randomized trees `_ * `Approximation Vector Machines for Large-scale Online Learning `_ * `Online Learning to Rank with Top-k Feedback `_ * `Online Learning for Matrix Factorization and Sparse Coding `_ * `Online Sufficient Dimension Reduction Through Sliced Inverse Regression `_ * `Online PCA with Optimal Regret `_ * `Online machine learning `_ *Modules* * `scikit-garden `_ * `scikit-multiflow `_ * `creme `_ * `river `_