| | :github_url: https://github.com/Project-MONAI/MONAI |
| |
|
| | .. MONAI documentation master 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 <https://pytorch.org/>`_-based, `open-source <https://github.com/Project-MONAI/MONAI/blob/master/LICENSE>`_ framework |
| | for deep learning in healthcare imaging, part of `PyTorch Ecosystem <https://pytorch.org/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 the optimized and standardized way to create and evaluate deep learning models. |
| |
|
| | Features |
| | -------- |
| |
|
| | *The codebase is currently under active development* |
| |
|
| | - 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 <https://colab.research.google.com/drive/1wy8XUSnNWlhDNazFdvGBHLfdkGvOHBKe>`_ and `MONAI for PyTorch Users <https://colab.research.google.com/drive/1boqy7ENpKrqaJoxFlbHIBnIODAs1Ih1T>`_ are available on Colab. |
| |
|
| | Tutorials & examples are located at `monai/examples <https://github.com/Project-MONAI/MONAI/tree/master/examples>`_. |
| |
|
| | Technical documentation is available at `docs.monai.io <https://docs.monai.io>`_. |
| |
|
| | .. toctree:: |
| | :maxdepth: 1 |
| | :caption: Feature highlights |
| |
|
| | highlights.md |
| |
|
| | .. toctree:: |
| | :maxdepth: 1 |
| | :caption: APIs |
| |
|
| | apps |
| | transforms |
| | losses |
| | networks |
| | metrics |
| | data |
| | engines |
| | inferers |
| | handlers |
| | visualize |
| | utils |
| |
|
| | .. toctree:: |
| | :maxdepth: 1 |
| | :caption: Installation |
| |
|
| | installation |
| |
|
| |
|
| | Contributing |
| | ------------ |
| |
|
| | For guidance on making a contribution to MONAI, see the `contributing guidelines |
| | <https://github.com/Project-MONAI/MONAI/blob/master/CONTRIBUTING.md>`_. |
| |
|
| |
|
| | Links |
| | ----- |
| |
|
| | - Website: https://monai.io/ |
| | - API documentation: https://docs.monai.io |
| | - 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/master/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/ |
| | - Docker Hub: https://hub.docker.com/r/projectmonai/monai |
| | - Google Group: https://groups.google.com/forum/#!forum/project-monai |
| | - Reddit: https://www.reddit.com/r/projectmonai/ |
| |
|
| |
|
| | Indices and tables |
| | ================== |
| |
|
| | * :ref:`genindex` |
| | * :ref:`modindex` |
| |
|
