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<li class="toctree-l1"><a class="reference internal" href="../PublicationsWithSMPyBandits.html">List of research publications using Lilian Besson’s SMPyBandits project</a></li>
<li class="toctree-l1"><a class="reference internal" href="../Aggregation.html"><strong>Policy aggregation algorithms</strong></a></li>
<li class="toctree-l1"><a class="reference internal" href="../MultiPlayers.html"><strong>Multi-players simulation environment</strong></a></li>
<li class="toctree-l1"><a class="reference internal" href="../DoublingTrick.html"><strong>Doubling Trick for Multi-Armed Bandits</strong></a></li>
<li class="toctree-l1"><a class="reference internal" href="../SparseBandits.html"><strong>Structure and Sparsity of Stochastic Multi-Armed Bandits</strong></a></li>
<li class="toctree-l1"><a class="reference internal" href="../NonStationaryBandits.html"><strong>Non-Stationary Stochastic Multi-Armed Bandits</strong></a></li>
<li class="toctree-l1"><a class="reference internal" href="../API.html">Short documentation of the API</a></li>
<li class="toctree-l1"><a class="reference internal" href="../About_parallel_computations.html">About parallel computations</a></li>
<li class="toctree-l1"><a class="reference internal" href="../TODO.html">💥 TODO</a></li>
<li class="toctree-l1"><a class="reference internal" href="../plots/README.html">Some illustrations for this project</a></li>
<li class="toctree-l1"><a class="reference internal" href="README.html">Jupyter Notebooks 📓 by Naereen @ GitHub</a></li>
<li class="toctree-l1 current"><a class="current reference internal" href="#">List of notebooks for SMPyBandits</a><ul>
<li class="toctree-l2"><a class="reference internal" href="Easily_creating_MAB_problems.html">Table of Contents</a></li>
<li class="toctree-l2"><a class="reference internal" href="Easily_creating_MAB_problems.html#Easily-creating-MAB-problems">Easily creating MAB problems</a></li>
<li class="toctree-l2"><a class="reference internal" href="Do_we_even_need_UCB.html">Table of Contents</a></li>
<li class="toctree-l2"><a class="reference internal" href="Do_we_even_need_UCB.html#Do-we-even-need-a-smart-learning-algorithm?-Is-UCB-useless?"><em>Do we even need a smart learning algorithm? Is UCB useless?</em></a></li>
<li class="toctree-l2"><a class="reference internal" href="Example_of_a_small_Single-Player_Simulation.html">Table of Contents</a></li>
<li class="toctree-l2"><a class="reference internal" href="Example_of_a_small_Single-Player_Simulation.html#An-example-of-a-small-Single-Player-simulation">An example of a small Single-Player simulation</a></li>
<li class="toctree-l2"><a class="reference internal" href="Example_of_a_small_Multi-Player_Simulation__with_Centralized_Algorithms.html">Table of Contents</a></li>
<li class="toctree-l2"><a class="reference internal" href="Example_of_a_small_Multi-Player_Simulation__with_Centralized_Algorithms.html#An-example-of-a-small-Multi-Player-simulation,-with-Centralized-Algorithms">An example of a small Multi-Player simulation, with Centralized Algorithms</a></li>
<li class="toctree-l2"><a class="reference internal" href="Example_of_a_small_Multi-Player_Simulation__with_rhoRand_and_Selfish_Algorithms.html">Table of Contents</a></li>
<li class="toctree-l2"><a class="reference internal" href="Example_of_a_small_Multi-Player_Simulation__with_rhoRand_and_Selfish_Algorithms.html#An-example-of-a-small-Multi-Player-simulation,-with-rhoRand-and-Selfish,-for-different-algorithms">An example of a small Multi-Player simulation, with rhoRand and Selfish, for different algorithms</a></li>
<li class="toctree-l2"><a class="reference internal" href="Unsupervised_Learning_for_Bandit_problem.html">Table of Contents</a></li>
<li class="toctree-l2"><a class="reference internal" href="Unsupervised_Learning_for_Bandit_problem.html#Trying-to-use-Unsupervised-Learning-algorithms-for-a-Gaussian-bandit-problem">Trying to use Unsupervised Learning algorithms for a Gaussian bandit problem</a></li>
<li class="toctree-l2"><a class="reference internal" href="BlackBox_Bayesian_Optimization_for_Bandit_problems.html">Table of Contents</a></li>
<li class="toctree-l2"><a class="reference internal" href="BlackBox_Bayesian_Optimization_for_Bandit_problems.html#Trying-to-use-Black-Box-Bayesian-optimization-algorithms-for-a-Gaussian-bandit-problem">Trying to use Black-Box Bayesian optimization algorithms for a Gaussian bandit problem</a></li>
<li class="toctree-l2"><a class="reference internal" href="Lai_Robbins_Lower_Bound_for_Doubling_Trick_with_Restarting_Algorithms.html">Table of Contents</a></li>
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<li class="toctree-l2"><a class="reference internal" href="Exploring_different_doubling_tricks_for_different_kinds_of_regret_bounds.html">Table of Contents</a></li>
<li class="toctree-l2"><a class="reference internal" href="Exploring_different_doubling_tricks_for_different_kinds_of_regret_bounds.html#Exploring-different-doubling-tricks-for-different-kinds-of-regret-bounds">Exploring different doubling tricks for different kinds of regret bounds</a></li>
<li class="toctree-l2"><a class="reference internal" href="Experiments_of_statistical_tests_for_piecewise_stationary_bandit.html">Table of Contents</a></li>
<li class="toctree-l2"><a class="reference internal" href="Experiments_of_statistical_tests_for_piecewise_stationary_bandit.html#Requirements-and-helper-functions">Requirements and helper functions</a></li>
<li class="toctree-l2"><a class="reference internal" href="Experiments_of_statistical_tests_for_piecewise_stationary_bandit.html#Python-implementations-of-some-statistical-tests">Python implementations of some statistical tests</a></li>
<li class="toctree-l2"><a class="reference internal" href="Experiments_of_statistical_tests_for_piecewise_stationary_bandit.html#Comparing-the-different-implementations">Comparing the different implementations</a></li>
<li class="toctree-l2"><a class="reference internal" href="Experiments_of_statistical_tests_for_piecewise_stationary_bandit.html#More-simulations-and-some-plots">More simulations and some plots</a></li>
<li class="toctree-l2"><a class="reference internal" href="Experiments_of_statistical_tests_for_piecewise_stationary_bandit.html#Exploring-the-parameters-of-change-point-detection-algorithms:-how-to-tune-them?">Exploring the parameters of change point detection algorithms: how to tune them?</a></li>
<li class="toctree-l2"><a class="reference internal" href="Experiments_of_statistical_tests_for_piecewise_stationary_bandit.html#Conclusions">Conclusions</a></li>
<li class="toctree-l2"><a class="reference internal" href="Demonstrations_of_Single-Player_Simulations_for_Non-Stationary-Bandits.html">Table of Contents</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../Profiling.html">A note on execution times, speed and profiling</a></li>
<li class="toctree-l1"><a class="reference internal" href="../uml_diagrams/README.html">UML diagrams</a></li>
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<div class="section" id="list-of-notebooks-for-smpybandits">
<h1>List of notebooks for SMPyBandits<a class="headerlink" href="#list-of-notebooks-for-smpybandits" title="Permalink to this headline">¶</a></h1>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="Easily_creating_MAB_problems.html">Table of Contents</a></li>
<li class="toctree-l1"><a class="reference internal" href="Easily_creating_MAB_problems.html#Easily-creating-MAB-problems">Easily creating MAB problems</a></li>
<li class="toctree-l1"><a class="reference internal" href="Do_we_even_need_UCB.html">Table of Contents</a></li>
<li class="toctree-l1"><a class="reference internal" href="Do_we_even_need_UCB.html#Do-we-even-need-a-smart-learning-algorithm?-Is-UCB-useless?"><em>Do we even need a smart learning algorithm? Is UCB useless?</em></a></li>
<li class="toctree-l1"><a class="reference internal" href="Example_of_a_small_Single-Player_Simulation.html">Table of Contents</a></li>
<li class="toctree-l1"><a class="reference internal" href="Example_of_a_small_Single-Player_Simulation.html#An-example-of-a-small-Single-Player-simulation">An example of a small Single-Player simulation</a></li>
<li class="toctree-l1"><a class="reference internal" href="Example_of_a_small_Multi-Player_Simulation__with_Centralized_Algorithms.html">Table of Contents</a></li>
<li class="toctree-l1"><a class="reference internal" href="Example_of_a_small_Multi-Player_Simulation__with_Centralized_Algorithms.html#An-example-of-a-small-Multi-Player-simulation,-with-Centralized-Algorithms">An example of a small Multi-Player simulation, with Centralized Algorithms</a></li>
<li class="toctree-l1"><a class="reference internal" href="Example_of_a_small_Multi-Player_Simulation__with_rhoRand_and_Selfish_Algorithms.html">Table of Contents</a></li>
<li class="toctree-l1"><a class="reference internal" href="Example_of_a_small_Multi-Player_Simulation__with_rhoRand_and_Selfish_Algorithms.html#An-example-of-a-small-Multi-Player-simulation,-with-rhoRand-and-Selfish,-for-different-algorithms">An example of a small Multi-Player simulation, with rhoRand and Selfish, for different algorithms</a></li>
<li class="toctree-l1"><a class="reference internal" href="Unsupervised_Learning_for_Bandit_problem.html">Table of Contents</a></li>
<li class="toctree-l1"><a class="reference internal" href="Unsupervised_Learning_for_Bandit_problem.html#Trying-to-use-Unsupervised-Learning-algorithms-for-a-Gaussian-bandit-problem">Trying to use Unsupervised Learning algorithms for a Gaussian bandit problem</a></li>
<li class="toctree-l1"><a class="reference internal" href="BlackBox_Bayesian_Optimization_for_Bandit_problems.html">Table of Contents</a></li>
<li class="toctree-l1"><a class="reference internal" href="BlackBox_Bayesian_Optimization_for_Bandit_problems.html#Trying-to-use-Black-Box-Bayesian-optimization-algorithms-for-a-Gaussian-bandit-problem">Trying to use Black-Box Bayesian optimization algorithms for a Gaussian bandit problem</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lai_Robbins_Lower_Bound_for_Doubling_Trick_with_Restarting_Algorithms.html">Table of Contents</a></li>
<li class="toctree-l1"><a class="reference internal" href="Lai_Robbins_Lower_Bound_for_Doubling_Trick_with_Restarting_Algorithms.html#Lai-&-Robbins-lower-bound-for-stochastic-bandit-with-full-restart-points">Lai & Robbins lower-bound for stochastic bandit with full restart points</a></li>
<li class="toctree-l1"><a class="reference internal" href="Exploring_different_doubling_tricks_for_different_kinds_of_regret_bounds.html">Table of Contents</a></li>
<li class="toctree-l1"><a class="reference internal" href="Exploring_different_doubling_tricks_for_different_kinds_of_regret_bounds.html#Exploring-different-doubling-tricks-for-different-kinds-of-regret-bounds">Exploring different doubling tricks for different kinds of regret bounds</a></li>
<li class="toctree-l1"><a class="reference internal" href="Experiments_of_statistical_tests_for_piecewise_stationary_bandit.html">Table of Contents</a></li>
<li class="toctree-l1"><a class="reference internal" href="Experiments_of_statistical_tests_for_piecewise_stationary_bandit.html#Requirements-and-helper-functions">Requirements and helper functions</a></li>
<li class="toctree-l1"><a class="reference internal" href="Experiments_of_statistical_tests_for_piecewise_stationary_bandit.html#Python-implementations-of-some-statistical-tests">Python implementations of some statistical tests</a></li>
<li class="toctree-l1"><a class="reference internal" href="Experiments_of_statistical_tests_for_piecewise_stationary_bandit.html#Comparing-the-different-implementations">Comparing the different implementations</a></li>
<li class="toctree-l1"><a class="reference internal" href="Experiments_of_statistical_tests_for_piecewise_stationary_bandit.html#More-simulations-and-some-plots">More simulations and some plots</a></li>
<li class="toctree-l1"><a class="reference internal" href="Experiments_of_statistical_tests_for_piecewise_stationary_bandit.html#Exploring-the-parameters-of-change-point-detection-algorithms:-how-to-tune-them?">Exploring the parameters of change point detection algorithms: how to tune them?</a></li>
<li class="toctree-l1"><a class="reference internal" href="Experiments_of_statistical_tests_for_piecewise_stationary_bandit.html#Conclusions">Conclusions</a></li>
<li class="toctree-l1"><a class="reference internal" href="Demonstrations_of_Single-Player_Simulations_for_Non-Stationary-Bandits.html">Table of Contents</a></li>
<li class="toctree-l1"><a class="reference internal" href="Demonstrations_of_Single-Player_Simulations_for_Non-Stationary-Bandits.html#Demonstrations-of-Single-Player-Simulations-for-Non-Stationary-Bandits">Demonstrations of Single-Player Simulations for Non-Stationary-Bandits</a></li>
</ul>
</div>
<p>—</p>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>I wrote many other <a class="reference external" href="https://jupyter.org/">Jupyter notebooks</a> covering various topics, see <a class="reference external" href="https://github.com/Naereen/notebooks/">on my GitHub notebooks/ project</a>.</p>
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