Welcome to the SWOKS repo!
SWOKS is a module that "listens" to your neural network and detects when changes are happening. I designed it with Reinforcement Learning in mind, but it can be used for other paradigms.
Sliced Wasserstein Online Kolmogorov Smirnov: it's a mouthful, but it's named after some great scientists whose foundational works made the algorithm possible.
Read the SWOKS paper, as presented at COLLAs 2024!