Notebooks

• probprog/PP1 - Bayesian inference in conjugate models
• probprog/PP0 - Introduction Bayesian Machine Learning
• minis/prior playground
• minis/Sum and product of Gaussians
• minis/Laplace Approximation
• minis/How to use this knowledge
• minis/Gaussian inference
• minis/Distributions in Julia
• minis/2D data picker
• lectures/The Multinomial Distribution
• lectures/The Gaussian Distribution
• lectures/Regression
• lectures/Probability Theory Review
• lectures/Machine Learning Overview
• lectures/Latent Variable Models and VB
• lectures/Intelligent Agents and Active Inference
• lectures/Generative Classification
• lectures/Factor Graphs
• lectures/Dynamic Models
• lectures/Discriminative Classification
• lectures/Course Syllabus
• lectures/Bayesian Machine Learning
• mini lecture ideas
• interactive data picker
• Gaussian distribution