Advanced Statistical Inference Labs
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
Lab1
Lab2
Lab3
Lab4
Lab5
ae
.gitignore
Lab1.ipynb
Lab2.ipynb
Lab3.ipynb
Lab4.ipynb
Lab5.ipynb
README.md
ae.ipynb

README.md

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)