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Adds distribution and models for discrete Sample Spaces - #354

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norvig merged 2 commits into
aimacode:AIMA4efrom
samagra14:full_joint_distribution
May 22, 2018
Merged

norvig merged 2 commits into
aimacode:AIMA4efrom
samagra14:full_joint_distribution

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@samagra14

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This PR aims at discrete probability models and discrete probability distribution. Hence adds the following classes:

  • FiniteProbabilityModel
  • CategoricalDistribution

I have tried to make the comments exhaustive and have taken inspirations from Ciaran's explanations in the AIMA3e branch. These classes are necessary for Full joint distribution. Once this PR is merged I will immediately push the code for FullJointDistribution as I am unaware if changes are to be made to these implementations.

@samagra14

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@norvig
Please review this PR.

@norvig
norvig merged commit 18ccaec into aimacode:AIMA4e May 22, 2018
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samagra14 deleted the full_joint_distribution branch May 22, 2018 18:44
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2 participants