Sumários
Hidden Markov models in Python
19 Novembro 2025, 15:00 • Helena Aidos
- HMMs: implementation, inference, and estimation of parameters using hmmlearn package
- Exercises
Markov models and Hidden Markov models
19 Novembro 2025, 13:00 • Helena Aidos
- Markov models and Hidden Markov models (HMMs)
- Inference in HMMs
- Learning for HMMs
Learning in Bayesian networks with Python
12 Novembro 2025, 16:30 • Helena Aidos
- Parameter estimation in Bayesian networks using pgmpy
- Structure learning of Bayesian networks using pgmpy
Learning in Bayesian networks with Python
12 Novembro 2025, 15:00 • Helena Aidos
- Parameter estimation in Bayesian networks using pgmpy
- Structure learning of Bayesian networks using pgmpy
Learning in Bayesian networks
12 Novembro 2025, 13:00 • Helena Aidos
- Parameter learning: learning from complete and incomplete data
- Structure learning: score metrics and search algorithms (exhaustive and greedy hill-climbing)