• Python 3
• Numpy
• Matplotlib
• Jupyter
• Seaborn
• Tqdm

The DataLoader module assumes that the folder "datasets" is in the root folder. If that's not the case, pass your file-path to the DataLoader keyword-argument >path<.

Application and comparison of a LinearSVM model using regular vs. Random Fourier Features on two toydata sets as well as the MNIST dataset. Includes a parallel implementation of the SVM + comparison of runtimes.

The included jupyther-notebooks provide all results used in the report and can be executed using a jupyther environment.