MemTorch is a simulation framework for memristive deep learning systems that integrates directly with the well-known PyTorch Machine Learning (ML) library. MemTorch is formally described in MemTorch: An Open-source Simulation Framework for Memristive Deep Learning Systems, which is openly accessible here.
The best place to get started is here.
We provide documentation in the form of a complete Python API, and numerous interactive tutorials. In addition, a Gitter chatroom is avaliable for discussions:
- Python API
- Discuss MemTorch on GitHub Discussions