Support Vector Machines

• Support Vector Machines (SVMs) with Linear Kernel
• Stochastic Gradient Descent (SGD)

Requirements

$ pip install matplotlib numpy scikit-learn
$ pip install "torch>=0.4.0"

Example

python main.py --c 0.01 --batchsize 1

Hard margin c = 0, batchsize = 1	Soft margin c = 0.01, batchsize = 1