PEGASOS SVM

Setting up

• Run pip install -r requirements.txt to install required packages.
• Download and extract the MNIST fashion dataset files to data directory.

Running the code

The working directory should be src.

Without kernel

python svm.py --dataset_dir ../data --iterations 10000

With kernel

python svm.py --dataset_dir ../data --iterations 2 --kernel

Bonus

Without kernel

python svm-multiclass.py --dataset_dir ../data --iterations 10000

With kernel

python svm-multiclass.py --dataset_dir ../data --iterations 2 --kernel