Sumários

Bayesian networks in Python

3 Outubro 2023, 13:00 Helena Aidos

- Introduction to pgmpy library

- Bayesian networks: implementation and inference


Bayesian networks in Python

2 Outubro 2023, 18:30 Helena Aidos

- Introduction to pgmpy library

- Bayesian networks: implementation and inference


Bayesian networks

2 Outubro 2023, 16:30 Helena Aidos

- Probabilistic graphical models

- Bayesian networks: definition
- Conditional independence
- Inference 


Not taught

26 Setembro 2023, 13:00 Helena Aidos

Class not taught because there were no students.


Machine learning workflow in Python

25 Setembro 2023, 18:30 Helena Aidos

- Classification with scikit-learn library

- Data imbalanced with imbalanced library