Skip to main content
Ctrl+K

nami

  • Overview
  • Quickstart
  • Component Catalog
  • Examples
  • API Reference
  • GitHub
  • Overview
  • Quickstart
  • Component Catalog
  • Examples
  • API Reference
  • GitHub
Ctrl+K

Section Navigation

  • Top-Level Package
  • Core
    • nami.core.broadcast
    • nami.core.specs
    • nami.core.typing
  • Distributions
    • nami.distributions.base
    • nami.distributions.normal
  • Divergence
    • nami.divergence.base
    • nami.divergence.exact
    • nami.divergence.hutchinson
  • Fields
    • nami.fields.base
    • nami.fields.diffusion
    • nami.fields.transformer
    • nami.fields.velocity
  • Interpolants
    • nami.interpolants.gamma
    • nami.interpolants.transforms
  • Losses
    • nami.losses.fm
    • nami.losses.stochastic_fm
  • Paths
    • nami.paths.base
    • nami.paths.cosine
    • nami.paths.linear
  • Processes
    • nami.processes.diffusion
    • nami.processes.fm
  • Schedules
    • nami.schedules.base
    • nami.schedules.edm
    • nami.schedules.ve
    • nami.schedules.vp
  • Solvers
    • nami.solvers.heun
    • nami.solvers.ode
    • nami.solvers.sde
  • Miscellaneous
    • nami.debug
    • nami.diagnostics
    • nami.lazy
    • nami.masking
  • Toys (nami_toys)
    • nami_toys.dataset
    • nami_toys.gaussian
    • nami_toys.shell
    • nami_toys.moons
    • nami_toys.checkerboard
    • nami_toys.ring
    • nami_toys.parameterised
    • nami_toys.rng
    • nami_toys.spirals
    • nami_toys.standardise
  • API Reference
  • Solvers
  • nami.solvers.sde

nami.solvers.sde#

Classes

EulerMaruyama([steps])

class nami.solvers.sde.EulerMaruyama(steps=64)[source]#

Bases: object

Parameters:

steps (int)

integrate(drift, diffusion, x0, *, t0, t1, steps=None)[source]#
Return type:

Tensor

Parameters:
  • x0 (Tensor)

  • t0 (float)

  • t1 (float)

  • steps (int | None)

is_sde = True#
requires_steps = True#
On this page
  • EulerMaruyama
    • EulerMaruyama.integrate()
    • EulerMaruyama.is_sde
    • EulerMaruyama.requires_steps

© Copyright 2026, Levi Evans.

Created using Sphinx 9.1.0.

Built with the PyData Sphinx Theme 0.16.1.