# Bayesian Learning

**TODO:** Add text.

Notebooks (**TODO:** sort):

- exercise-bayes-rule
- exercise-expected-value
- exercise-inverse-transform-sampling
- exercise-entropy
- exercise-kullback-leibler-divergence
- exercise-softmax_regression-tensorflow
- exercise-meaning-of-softmax-output-probability
- exercise-natural-pairing
- exercise-multivariate-gaussian
- exercise-linear-regression-map
- exercise-univariate-gaussian-basics
- exercise-univariate-gaussian-likelihood
- exercise-1d-gmm-em
- exercise-sensorfusion-and-kalman-filter-1d
- exercise-causal-reasoning-probability-tables
- exercise-simple-example-for-EM
- exercise-pymc3-examples
- exercise-importance-sampling
- exercise-rejection-sampling
- exercise-sampling-1
- exercise-pymc3-bundesliga-predictor
- exercise-pymc3-ranking
- exercise-variational-mean-field-approximation-for-a-simple-gaussian
- exercise-pyro-simple-gaussian
- exercise-pytorch-logistic-regression