Sumários

Markov Random Fields in Python

15 Outubro 2025, 15:00 • Helena Aidos

- Implementation of Markov Random Fields
- Converting Bayesian networks into Markov models
- Factor Graphs
- Exercises

Probabilistic graphical models: representation [2/2]

15 Outubro 2025, 13:00 • Helena Aidos

- Markov Random Fields: definition and conditional independence
- Factor graphs

Bayesian networks in Python

8 Outubro 2025, 16:30 • Helena Aidos

- Introduction to pgmpy library
- Implementation of Bayesian networks
- Conditional independence and Markov blanket
- Exercises

Bayesian networks in Python

8 Outubro 2025, 15:00 • Helena Aidos

- Introduction to pgmpy library
- Implementation of Bayesian networks
- Conditional independence and Markov blanket
- Exercises

Probabilistic graphical models: representation [1/2]

8 Outubro 2025, 13:00 • Helena Aidos

- Probabilistic graphical models
- Bayesian networks: definition
- Conditional independence and Markov blanket