RCTN sparsecoding library documentation

sparsecoding is a python library developed by the Redwood Center for Theoretical Neuroscience (RCTN) which contains performant pytorch implementations of sparse coding dictionary learning, inference, and data processing. It was written to be a useful research tool for applying various sparse coding methods to data.

We believe that sharing code within the scientific community is an important part of science and we hope that the research community finds this library useful.

• 1. Installation
• 2. Quickstart
• 3. API Reference
• 4. Contributing

License

sparsecoding has a BSD-3-clause license, as found in the LICENSE file.