medtokenizers
Copyright 2026 Liam Chalcroft

This product includes software developed by Liam Chalcroft and contributors,
licensed under the MIT License.

This product includes software derived from the following third-party
open-source projects. The original copyright notices and license terms apply to
those portions; see THIRD_PARTY_NOTICES.md for the full mapping of source files
to upstream projects.

  * CompVis latent-diffusion / Stable Diffusion / taming-transformers
    (https://github.com/CompVis/latent-diffusion), Copyright (c) 2021-2022 CompVis
    and contributors. Licensed under the MIT License.
    Derived in: src/medtokenizers/modules/layers.py

  * vector-quantize-pytorch by Phil Wang (lucidrains)
    (https://github.com/lucidrains/vector-quantize-pytorch),
    Copyright (c) 2020 Phil Wang. Licensed under the MIT License.
    The Finite Scalar Quantization scheme additionally derives from the JAX
    reference accompanying Mentzer et al., "Finite Scalar Quantization: VQ-VAE
    Made Simple" (arXiv:2309.15505).
    Derived in: src/medtokenizers/modules/quant.py

  * NVIDIA Cosmos-Tokenizer
    (https://github.com/NVIDIA/Cosmos-Tokenizer),
    Copyright (c) 2024 NVIDIA CORPORATION & AFFILIATES. Licensed under the
    Apache License, Version 2.0.
    Derived in: src/medtokenizers/modules/patch.py

  * MONAI / NVIDIA MAISI (AutoencoderKlMaisi and VAE Gaussian posterior)
    (https://github.com/Project-MONAI/MONAI), Copyright (c) MONAI Consortium.
    Licensed under the Apache License, Version 2.0. NVIDIA MAISI model *weights*
    are distributed separately under the NVIDIA Source Code License (NSCLv1) and
    are NOT covered by this repository's license.
    Derived in: src/medtokenizers/modules/distributions.py,
    src/medtokenizers/networks/nvidia_maisi.py

This product bundles one simulated (non-human-subject) data file that is not
covered by this repository's MIT License:

  * BrainWeb Simulated Brain Database
    (https://brainweb.bic.mni.mcgill.ca/brainweb/), McConnell Brain Imaging
    Centre, Montreal Neurological Institute, McGill University. BrainWeb
    publishes no formal license and states a citation requirement instead.
    Bundled as: assets/t1w_brainweb.nii.gz
    See assets/README.md for the requested citations.
