ASI

A repository for the Advanced Statistical Inference Labs.

The labs are divided as follows:

1. Lab1: Bayesian Linear Regression
2. Lab2: Bayesian Logistic Regression - Metropolis-Hastings
3. Lab3: Gaussian Process Regression
4. Lab4: Clustering (K-means)
5. Lab5: Feature Selection, Principal Component Analysis
6. Assessed Exercise: Mnist and Cifar10 datasets prediction with naive Bayes and linear regression

(Extra labs available on Support Vector Machines and K-NN)