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Method sde

examples/score_sde_jax/sde_lib.py:137–141  ·  view source on GitHub ↗
(self, x, t)

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135 return 1
136
137 def sde(self, x, t):
138 beta_t = self.beta_0 + t * (self.beta_1 - self.beta_0)
139 drift = -0.5 * batch_mul(beta_t, x)
140 diffusion = jnp.sqrt(beta_t)
141 return drift, diffusion
142
143 def marginal_prob(self, x, t):
144 log_mean_coeff = -0.25 * t ** 2 * (self.beta_1 - self.beta_0) - 0.5 * t * self.beta_0

Callers

nothing calls this directly

Calls 1

batch_mulFunction · 0.90

Tested by

no test coverage detected