State Space Models & Mamba
Explore the theoretical foundations, implementation details, and live applications of SSMs.
Available
Theory
Dive into the mathematical foundations, from control theory basics to discrete-time approximations and selective state spaces.
Available
Live Code
Interactive PyTorch implementation of a 1D State Space layer, scaling it
against baseline Transformers.
View Code on GitHub
Available
Application
Real-world deployments and interactive demos showcasing the linear scaling
capabilities of Mamba.
View App on GitHub