Assignments from the course Machine Learning (2017/2018) at the Technical University of Munich.
Here you can find low level implementation of the following machine learning algorithms:
- Gaussian Mixture Models Dataset: Old Faithful geyser in Yellowstone National Park, Wyoming, USA
- Dimensionality reduction #PCA #SVD
- Support vector machine #cvxopt #dualproblem
- Linear regression Dataset: Boston housing
- Logistic regression Dataset: UCI ML Breast Cancer Wisconsin #gradientdescent
- k Nearest Neighbours Dataset: Iris