Sumários

Mixture models in Python

16 Outubro 2023, 18:30 • Helena Aidos

- Gaussian mixture models for clustering

- Gaussian mixture models as density estimation

Mixture models

16 Outubro 2023, 16:30 • Helena Aidos

- Mixture models: definition

- Mixture models for clustering
- Mixture of Gaussians
- Mixture of Bernoulli distributions
- Expectation-maximization algorithm

Bayesian networks in Python (cont.)

10 Outubro 2023, 13:00 • Helena Aidos

- Bayesian networks: parameter and structure learning with pgmpy library

Bayesian networks in Python (cont.)

9 Outubro 2023, 18:30 • Helena Aidos

- Bayesian networks: parameter and structure learning with pgmpy library

Bayesian networks (cont.)

9 Outubro 2023, 16:30 • Helena Aidos

- Parameter learning

- Structure learning