:github_url: https://github.com/Project-MONAI/MONAI .. MONAI documentation main file, created by sphinx-quickstart on Wed Feb 5 09:40:29 2020. You can adapt this file completely to your liking, but it should at least contain the root `toctree` directive. Project MONAI ============= *Medical Open Network for AI* MONAI is a `PyTorch `_-based, `open-source `_ framework for deep learning in healthcare imaging, part of the `PyTorch Ecosystem `_. Its ambitions are: - developing a community of academic, industrial and clinical researchers collaborating on a common foundation; - creating state-of-the-art, end-to-end training workflows for healthcare imaging; - providing researchers with an optimized and standardized way to create and evaluate deep learning models. Features -------- - flexible pre-processing for multi-dimensional medical imaging data; - compositional & portable APIs for ease of integration in existing workflows; - domain-specific implementations for networks, losses, evaluation metrics and more; - customizable design for varying user expertise; - multi-GPU data parallelism support. Getting started --------------- `MedNIST demo `_ and `MONAI for PyTorch Users `_ are available on Colab. Examples and notebook tutorials are located at `Project-MONAI/tutorials `_. Technical documentation is available at `docs.monai.io `_. .. toctree:: :maxdepth: 1 :caption: Feature highlights whatsnew highlights.md .. toctree:: :maxdepth: 1 :caption: API Reference api .. toctree:: :maxdepth: 1 :caption: Installation installation .. toctree:: :maxdepth: 1 :caption: Contributing contrib .. toctree:: :maxdepth: 1 :caption: Specifications bundle_intro Model Zoo --------- `The MONAI Model Zoo `_ is a place for researchers and data scientists to share the latest and great models from the community. Utilizing `the MONAI Bundle format `_ makes it easy to get started building workflows with MONAI. Links ----- - Website: https://monai.io/ - API documentation (milestone): https://docs.monai.io/ - API documentation (latest dev): https://docs.monai.io/en/latest/ - Code: https://github.com/Project-MONAI/MONAI - Project tracker: https://github.com/Project-MONAI/MONAI/projects - Issue tracker: https://github.com/Project-MONAI/MONAI/issues - Changelog: https://github.com/Project-MONAI/MONAI/blob/dev/CHANGELOG.md - Wiki: https://github.com/Project-MONAI/MONAI/wiki - FAQ: https://github.com/Project-MONAI/MONAI/wiki/Frequently-asked-questions-and-answers - Test status: https://github.com/Project-MONAI/MONAI/actions - PyPI package: https://pypi.org/project/monai/ - conda-forge: https://anaconda.org/conda-forge/monai - Weekly previews: https://pypi.org/project/monai-weekly/ - Docker Hub: https://hub.docker.com/r/projectmonai/monai Indices and tables ================== * :ref:`genindex` * :ref:`modindex`