Programming Exercises

I found some really good programming exercises in this class webpage. They have lectures as well. It seems like they implement a lot of things from scratch. Topics include:

• Probabilistic Modeling
• Bayesian Linear Regression
• Bayesian Networks
• Monte Carlo Methods
• Variational Inference & Expectation Propagation
• Message Passing
• Gaussian Processes

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