School of Engineering and Computer Science Te Kura Mātai Pūkaha, Pūrorohiko

(Note: python scripts get uploaded with the suffix '.txt' added to their name - you should strip this off to run them.

Naive Bayes:

• naive_bayes.ipynb: naive_bayes.ipynb

Genie:

• basic-burglar.xdsl: basic-burglar.xdsl

Coin tossing:

• bayesian_coin.ipynb: bayesian_coin.ipynb

Gaussian Mixtures:

• gmm_fake_data.py.txt: gmm_fake_data.py.txt
• EMmix.py.txt: EMmix.py.txt

Hidden Markov models:

• hmm-demo-bentdice.py.txt: hmm-demo-bentdice.py.txt
• hmm_methods.py.txt: hmm_methods.py.txt

Gaussian Process:

• Gaussian-process-intuition-PART-ONE.ipynb: Gaussian-process-intuition-PART-ONE.ipynb
• Gaussian-process-intuition-PART-TWO.ipynb: Gaussian-process-intuition-PART-TWO.ipynb

Bayesian optimisation: (one of these is more up-to-date... which one? Marcus TODO)

• Bayesian_Optimization.ipynb: Bayesian_Optimization.ipynb
• BayesOpt_1ddemo.ipynb: BayesOpt_1ddemo.ipynb