/Probabilistic-Learning-and-Reasoning

Probabilistic Learning and Reasoning Assignments

MIT LicenseMIT

Probabilistic-Learning-and-Reasoning

1 Decision Theory, Naive Bayes, Regression

2 Image denoising by the loopy BP algorithm and Hamiltonian Monte Carlo in the TrueSkill model

3 Stochastic Variational Inference. Expectation-Maximization (EM) algorithm

4 Variational Autoencoders