Notebooks

• probprog/PP4 - Bayesian filtering and smoothing
• probprog/PP3 - variational Bayesian inference
• probprog/PP2 - Bayesian regression and classification
• probprog/PP1 - Bayesian inference in conjugate models
• probprog/Intro to Julia
• mlss/Probability Theory Review
• minis/prior playground
• minis/interactive data picker
• minis/Sum and product of Gaussians
• minis/Softmax
• minis/RxInfer tips and tricks
• minis/Laplace Approximation
• minis/KL Divergence
• minis/How to use this knowledge
• minis/Generative Classification
• minis/Distributions in Julia
• minis/Basis Functions
• 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
• assignments/A2 - Tracking satellites
• assignments/A1 - Observational astronomy
• assignments/A0 - Julia Programming

Git commit: a994684