Index

B

BetweenLayerCovarianceAccumulator (class in devinterp.slt.cov)

C

CovarianceAccumulator (class in devinterp.slt.cov)

D

device (devinterp.slt.mala.MalaAcceptanceRate attribute) devinterp module devinterp.optim module devinterp.optim.sgld module devinterp.optim.sgnht module devinterp.slt module devinterp.slt.callback module devinterp.slt.cov module devinterp.slt.gradient module

devinterp.slt.llc module devinterp.slt.loss module devinterp.slt.mala module devinterp.slt.norms module devinterp.slt.sampler module devinterp.slt.trace module devinterp.slt.wbic module devinterp.test_utils module devinterp.utils module

F

finalize() (devinterp.slt.callback.SamplerCallback method)

G

GradientDistribution (class in devinterp.slt.gradient)

GradientNorm (class in devinterp.slt.norms)

L

learning_rate (devinterp.slt.mala.MalaAcceptanceRate attribute)

LLCEstimator (class in devinterp.slt.llc) loss_hist_by_draw() (devinterp.slt.loss.OnlineLossStatistics method)

M

mala_acceptance_probability() (in module devinterp.slt.mala) MalaAcceptanceRate (class in devinterp.slt.mala) module devinterp devinterp.optim devinterp.optim.sgld devinterp.optim.sgnht devinterp.slt devinterp.slt.callback devinterp.slt.cov devinterp.slt.gradient devinterp.slt.llc devinterp.slt.loss devinterp.slt.mala devinterp.slt.norms devinterp.slt.sampler devinterp.slt.trace devinterp.slt.wbic devinterp.test_utils devinterp.utils

N

NoiseNorm (class in devinterp.slt.norms)

num_chains (devinterp.slt.mala.MalaAcceptanceRate attribute) num_draws (devinterp.slt.mala.MalaAcceptanceRate attribute)

O

OnlineLLCEstimator (class in devinterp.slt.llc) OnlineLossStatistics (class in devinterp.slt.loss)

OnlineTraceStatistics (class in devinterp.slt.trace) OnlineWBICEstimator (class in devinterp.slt.wbic)

P

plot() (devinterp.slt.gradient.GradientDistribution method)

S

sample() (devinterp.slt.callback.SamplerCallback method) (devinterp.slt.cov.BetweenLayerCovarianceAccumulator method) (devinterp.slt.cov.CovarianceAccumulator method) (devinterp.slt.cov.WithinHeadCovarianceAccumulator method) (devinterp.slt.gradient.GradientDistribution method) (devinterp.slt.llc.LLCEstimator method) (devinterp.slt.llc.OnlineLLCEstimator method) (devinterp.slt.loss.OnlineLossStatistics method) (devinterp.slt.norms.GradientNorm method) (devinterp.slt.norms.NoiseNorm method) (devinterp.slt.norms.WeightNorm method) (devinterp.slt.trace.OnlineTraceStatistics method) (devinterp.slt.wbic.OnlineWBICEstimator method) (in module devinterp.slt.sampler)

sample_at_draw() (devinterp.slt.trace.OnlineTraceStatistics method) SamplerCallback (class in devinterp.slt.callback) SGLD (class in devinterp.optim.sgld) SGNHT (class in devinterp.optim.sgnht)

T

temperature (devinterp.slt.mala.MalaAcceptanceRate attribute)

W

WeightNorm (class in devinterp.slt.norms)

WithinHeadCovarianceAccumulator (class in devinterp.slt.cov)