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Contents:

  • SMPyBandits
  • SMPyBandits modules
  • How to run the code ?
  • List of research publications using Lilian Besson’s SMPyBandits project
  • Policy aggregation algorithms
  • Multi-players simulation environment
  • Doubling Trick for Multi-Armed Bandits
  • Structure and Sparsity of Stochastic Multi-Armed Bandits
  • Non-Stationary Stochastic Multi-Armed Bandits
  • Short documentation of the API
  • About parallel computations
  • :boom: TODO
  • Some illustrations for this project
  • Jupyter Notebooks :notebook: by Naereen @ GitHub
  • List of notebooks for SMPyBandits
  • A note on execution times, speed and profiling
  • UML diagrams
    • Packages in SMPyBandits
      • Packages in SMPyBandits.Arms
      • Packages in SMPyBandits.Environment
      • Packages in SMPyBandits.PoliciesMultiPlayers
      • Packages in SMPyBandits.Policies
      • Packages in SMPyBandits.Policies.Experimentals
      • Packages in SMPyBandits.Policies.Posterior
    • Classes in SMPyBandits
      • Classes in SMPyBandits.Arms
      • Classes in SMPyBandits.Environment
      • Classes in SMPyBandits.PoliciesMultiPlayers
      • Classes in SMPyBandits.Policies
      • Classes in SMPyBandits.Policies.Experimentals
      • Classes in SMPyBandits.Policies.Posterior
    • How to generate them?
  • logs files
SMPyBandits
  • Docs »
  • UML diagrams
  • Edit on GitHub

UML diagrams¶

These UML diagrams have been generated using pyreverse.

Packages in SMPyBandits¶

../_images/packages_SMPyBandits.pngUML Diagram - Packages of SMPyBandits.git

Packages in SMPyBandits.Arms¶

../_images/packages_SMPyBandits.Arms.pngUML Diagram - Package SMPyBandits.Arms.png

Packages in SMPyBandits.Environment¶

../_images/packages_SMPyBandits.Environment.pngUML Diagram - Package SMPyBandits.Environment.png

Packages in SMPyBandits.PoliciesMultiPlayers¶

../_images/packages_SMPyBandits.PoliciesMultiPlayers.pngUML Diagram - Package SMPyBandits.PoliciesMultiPlayers.png

Packages in SMPyBandits.Policies¶

../_images/packages_SMPyBandits.Policies.pngUML Diagram - Package SMPyBandits.Policies.png

Packages in SMPyBandits.Policies.Experimentals¶

../_images/packages_SMPyBandits.Policies.Experimentals.pngUML Diagram - Package SMPyBandits.Policies.Experimentals.png

Packages in SMPyBandits.Policies.Posterior¶

../_images/packages_SMPyBandits.Policies.Posterior.pngUML Diagram - Package SMPyBandits.Policies.Posterior.png

Classes in SMPyBandits¶

../_images/classes_SMPyBandits.pngUML Diagram - classes of SMPyBandits.git

Classes in SMPyBandits.Arms¶

../_images/classes_SMPyBandits.Arms.pngUML Diagram - classe SMPyBandits.Arms.png

Classes in SMPyBandits.Environment¶

../_images/classes_SMPyBandits.Environment.pngUML Diagram - classe SMPyBandits.Environment.png

Classes in SMPyBandits.PoliciesMultiPlayers¶

../_images/classes_SMPyBandits.PoliciesMultiPlayers.pngUML Diagram - classe SMPyBandits.PoliciesMultiPlayers.png

Classes in SMPyBandits.Policies¶

../_images/classes_SMPyBandits.Policies.pngUML Diagram - classe SMPyBandits.Policies.png

Classes in SMPyBandits.Policies.Experimentals¶

../_images/classes_SMPyBandits.Policies.Experimentals.pngUML Diagram - classe SMPyBandits.Policies.Experimentals.png

Classes in SMPyBandits.Policies.Posterior¶

../_images/classes_SMPyBandits.Policies.Posterior.pngUML Diagram - classe SMPyBandits.Policies.Posterior.png

How to generate them?¶

See the rules generate_uml and uml2others in this Makefile script.

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© Copyright 2016-2018, Lilian Besson (Naereen) Revision 40e6c833.

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