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=== Labs === | === Labs === | ||
- | [[cs401r_w2016:lab1|Lab 1 - install anaconda]] | + | [[cs401r_w2016:lab_notes|General notes on ipython and seaborn]] |
- | [[cs401r_w2016:lab2|Lab 2 - sampling and likelihood]] | + | [[cs401r_w2016:lab1|Lab 1 - Anaconda and pandas]] |
- | [[cs401r_w2016:lab3|Lab 3 - basic PDF library]] | + | [[cs401r_w2016:lab2|Lab 2 - Bayesian concept learning]] |
+ | |||
+ | [[cs401r_w2016:lab5|Lab 3 - MNIST with KDE]] | ||
[[cs401r_w2016:lab4|Lab 4 - Gaussian process regression]] | [[cs401r_w2016:lab4|Lab 4 - Gaussian process regression]] | ||
- | [[cs401r_w2016:lab5|Lab 5 - MNIST with KDE]] | + | [[cs401r_w2016:lab14|Lab 5 - Large-scale Gaussian process regression]] |
- | [[cs401r_w2016:lab6|Lab 6 - Bayesian Concept Learning]] | + | [[cs401r_w2016:lab13|Lab 6 - Expectation maximization]] |
[[cs401r_w2016:lab7|Lab 7 - Kalman filter]] | [[cs401r_w2016:lab7|Lab 7 - Kalman filter]] | ||
- | [[cs401r_w2016:lab8|Lab 8 - localization with particle filters]] | + | [[cs401r_w2016:lab8|Lab 8 - Localization with particle filters]] |
- | [[cs401r_w2016:lab9|Lab 9 - LDA, wikipedia, and Gibbs sampling]] | + | [[cs401r_w2016:lab9|Lab 9 - LDA, General Conference, and Gibbs sampling]] |
- | [[cs401r_w2016:lab10|Lab 10 - improved generative images with MCMC]] | + | [[cs401r_w2016:lab10|Lab 10 - Metropolis Hastings and Hamiltonian MCMC]] |
- | [[cs401r_w2016:lab11|Lab 11 - Bayesian super resolution]] | + | [[cs401r_w2016:lab12|Lab 11 - Recommender system]] |
- | [[cs401r_w2016:lab12|Lab 12 - weather data with BP]] | + | [[cs401r_w2016:fp|Final project]] |
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+ | ---------------- | ||
+ | |||
+ | Old labs we probably won't use | ||
+ | |||
+ | [[cs401r_w2016:lab3|Lab 3 - basic PDF library]] | ||
+ | |||
+ | [[cs401r_w2016:lab11|Lab 11 - Bayesian super resolution]] | ||
- | [[cs401r_w2016:lab13|Lab 13 - recommender system]] | ||