https://github.com/jmetrikat/pml-ss24

Exercises in the subject "Probabilistic Machine Learning" at Hasso Plattner Institute.
https://github.com/jmetrikat/pml-ss24

bayesian-networks julia probabilistic-machine-learning trueskill

Last synced: about 1 month ago
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Exercises in the subject "Probabilistic Machine Learning" at Hasso Plattner Institute.

• Host: GitHub
• URL: https://github.com/jmetrikat/pml-ss24
• Owner: jmetrikat
• Created: 2024-04-12T07:38:50.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-08-12T18:42:26.000Z (almost 2 years ago)
• Last Synced: 2024-12-31T19:34:24.857Z (over 1 year ago)
• Topics: bayesian-networks, julia, probabilistic-machine-learning, trueskill
• Language: Jupyter Notebook
• Homepage:
• Size: 3.82 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# 📊 Probabilistic Machine Learning

![Julia Badge](https://img.shields.io/badge/Julia-grey?style=flat-square&logo=julia&logoColor=white)

Exercises in the subject "Probabilistic Machine Learning" at Hasso Plattner Institute.

## Table of Contents

1. [Gaussian Distribution](./assignment-01/)

2. [Factor Graphs and Message Passing](./assignment-02/)

3. [TrueSkill Ranking System](./assignment-03/)

4. [Bayesian Regression and Cholesky Decomposition](./assignment-04/)

5. [Bayesian Linear Classification](./assignment-05/)

6. [Gaussian Processes and Gradient Descent](./assignment-06/)