Sumários
Mixture models in Python
1 Outubro 2025, 16:30 • Helena Aidos
- Gaussian mixture models for clustering
- Gaussian mixture models as density estimation
- Gaussian mixture models for generating new data
- Exercises
Mixture models in Python
1 Outubro 2025, 15:00 • Helena Aidos
- Gaussian mixture models for clustering
- Gaussian mixture models as density estimation
- Gaussian mixture models for generating new data
- Exercises
Mixture models
1 Outubro 2025, 13:00 • Helena Aidos
- Mixture models for clustering
- Mixture of Gaussians
- Mixture of Bernoulli distributions
- Expectation-Maximization algorithm
- Mixture of experts
Neural networks in Python
24 Setembro 2025, 16:30 • Helena Aidos
- Introduction to JAX
- Implementation of a neural network using Flax
- Training using JAX
Neural networks in Python
24 Setembro 2025, 15:00 • Helena Aidos
- Introduction to JAX
- Implementation of a neural network using Flax
- Training using JAX