:autogenerated:

gt4sd.algorithms.generation.diffusion package
=============================================

.. automodule:: gt4sd.algorithms.generation.diffusion
    


    Submodules:

    .. toctree::
       :maxdepth: 1

       gt4sd.algorithms.generation.diffusion.core
       gt4sd.algorithms.generation.diffusion.implementation

    Subpackages:

    .. toctree::
       :maxdepth: 1

       gt4sd.algorithms.generation.diffusion.geodiff



    Summary
    -------

    ``__all__`` Classes:


    .. list-table::
    
       * - :class:`DDIMGenerator <gt4sd.algorithms.generation.diffusion.core.DDIMGenerator>`
         - DDIM - Configuration to generate using a denoising diffusion implicit model.
       * - :class:`DDPMGenerator <gt4sd.algorithms.generation.diffusion.core.DDPMGenerator>`
         - DDPM - Configuration to generate using unconditional denoising diffusion models.
       * - :class:`DiffusersGenerationAlgorithm <gt4sd.algorithms.generation.diffusion.core.DiffusersGenerationAlgorithm>`
         - Interface for automated generation via an :class:`AlgorithmConfiguration`.
       * - :class:`GeoDiffGenerator <gt4sd.algorithms.generation.diffusion.core.GeoDiffGenerator>`
         - GeoDiff Diffusion Model - Configuration for conditional 3D molecule structure generation given 2D information using a GeoDiff diffusion model.
       * - :class:`LDMGenerator <gt4sd.algorithms.generation.diffusion.core.LDMGenerator>`
         - Unconditional Latent Diffusion Model - Configuration to generate using a latent diffusion model.
       * - :class:`LDMTextToImageGenerator <gt4sd.algorithms.generation.diffusion.core.LDMTextToImageGenerator>`
         - Conditional Latent Diffusion Model - Configuration for conditional text2image generation using a latent diffusion model.
       * - :class:`ScoreSdeGenerator <gt4sd.algorithms.generation.diffusion.core.ScoreSdeGenerator>`
         - Score SDE Generative Model - Configuration to generate using a score-based diffusion generative model.
       * - :class:`StableDiffusionGenerator <gt4sd.algorithms.generation.diffusion.core.StableDiffusionGenerator>`
         - Stable Diffusion Model - Configuration for conditional text2image generation using a stable diffusion model.