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  • Installation
  • Quick Start
    • Installation
    • 15-minute quick start
    • My First Model
  • Basics
    • Conceptual Overview: How GenSBI is Structured
    • Data, IDs, and Embeddings
    • Model Cards
    • Training Guide
    • Inference Guide
    • Validation Guide
    • Troubleshooting & FAQ
    • Contributing to GenSBI
  • Theoretical Overview
    • Flow Matching: A Short Overview
    • EDM Diffusion Models: A Short Overview
  • API Documentation
    • gensbi.diagnostics
      • gensbi.diagnostics.distribution_wrapper
      • gensbi.diagnostics.lc2st
      • gensbi.diagnostics.metrics
        • gensbi.diagnostics.metrics.c2st
        • gensbi.diagnostics.metrics.l1_l2
      • gensbi.diagnostics.sbc
      • gensbi.diagnostics.tarp
    • gensbi.diffusion
      • gensbi.diffusion.path
        • gensbi.diffusion.path.edm_path
        • gensbi.diffusion.path.path
        • gensbi.diffusion.path.path_sample
        • gensbi.diffusion.path.scheduler
      • gensbi.diffusion.solver
        • gensbi.diffusion.solver.edm_samplers
        • gensbi.diffusion.solver.sde_solver
        • gensbi.diffusion.solver.solver
    • gensbi.experimental
      • gensbi.experimental.models
        • gensbi.experimental.models.autoencoders
      • gensbi.experimental.recipes
        • gensbi.experimental.recipes.vae_pipeline
    • gensbi.flow_matching
      • gensbi.flow_matching.loss
        • gensbi.flow_matching.loss.continuous_loss
      • gensbi.flow_matching.path
        • gensbi.flow_matching.path.affine
        • gensbi.flow_matching.path.path
        • gensbi.flow_matching.path.path_sample
        • gensbi.flow_matching.path.scheduler
      • gensbi.flow_matching.solver
        • gensbi.flow_matching.solver.ode_solver
        • gensbi.flow_matching.solver.solver
      • gensbi.flow_matching.utils
        • gensbi.flow_matching.utils.utils
    • gensbi.models
      • gensbi.models.embedding
        • gensbi.models.embedding.embedding
      • gensbi.models.flux1
        • gensbi.models.flux1.layers
        • gensbi.models.flux1.math
        • gensbi.models.flux1.model
      • gensbi.models.flux1joint
        • gensbi.models.flux1joint.model
      • gensbi.models.losses
        • gensbi.models.losses.conditional
        • gensbi.models.losses.joint
        • gensbi.models.losses.unconditional
      • gensbi.models.simformer
        • gensbi.models.simformer.model
        • gensbi.models.simformer.transformer
      • gensbi.models.wrappers
        • gensbi.models.wrappers.conditional
        • gensbi.models.wrappers.joint
        • gensbi.models.wrappers.unconditional
    • gensbi.recipes
      • gensbi.recipes.conditional_pipeline
      • gensbi.recipes.flux1
      • gensbi.recipes.flux1joint
      • gensbi.recipes.joint_pipeline
      • gensbi.recipes.pipeline
      • gensbi.recipes.simformer
      • gensbi.recipes.unconditional_pipeline
      • gensbi.recipes.utils
    • gensbi.utils
      • gensbi.utils.math
      • gensbi.utils.misc
      • gensbi.utils.model_wrapping
      • gensbi.utils.plotting
  • Documentation
  • Theoretical Overview

Theoretical Overview#

Overview of Flow and Diffusion models, as implemented in Lipman et al., 2024 and Karras et al., 2022, respectively.

  • Flow Matching: A Short Overview
  • EDM Diffusion Models: A Short Overview

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Contributing to GenSBI

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Flow Matching: A Short Overview

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