Categorical Probability Theory

Categorical Probability Theory

Arthur Parzygnat via YouTube Direct link

Kleisli categories and probability - 03 - Markov kernels

3 of 7

3 of 7

Kleisli categories and probability - 03 - Markov kernels

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Categorical Probability Theory

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  1. 1 Kleisli categories and probability - 01 - The Giry monad
  2. 2 Kleisli categories and probability - 02 - The Kleisli category of a monad
  3. 3 Kleisli categories and probability - 03 - Markov kernels
  4. 4 Stochastic maps - 01 - Conditional probabilities
  5. 5 Stochastic maps - 02 - Composing conditional probabilities
  6. 6 Stochastic maps - 03 - Products of conditional probabilities and a.e. equivalence
  7. 7 Stochastic maps - 04 -Bayes' theorem

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