# deepinv

> DeepInverse is the leading open-source PyTorch-based library for solving imaging inverse problems with deep learning. It provides imaging operators, pretrained reconstruction networks and denoisers, plug-and-play and unfolded optimization, sampling algorithms, training losses and datasets.


deepinverse contributors 2026

## Pages in this subsection

- [Distributed Reconstruction](https://deepinv.org/user_guide/distributed/reconstruction.html.md): For large-scale inverse problems, the memory and compute of a single device might not be enough.
- [Distributed Training](https://deepinv.org/user_guide/distributed/training.html.md): The distributed framework can be used during training when a

## Optional

- [Top-level llms.txt](https://deepinv.org/llms.txt): Complete documentation index.