Index

B

BetweenLayerCovarianceAccumulator (class in devinterp.slt.cov)

C

configure_sweep() (devinterp.vis_utils.EpsilonBetaAnalyzer method), [1]

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 devinterp.vis_utils module, [1]

E

EpsilonBetaAnalyzer (class in devinterp.vis_utils), [1]

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 (devinterp.utils.Outputs attribute) 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 devinterp.vis_utils, [1]

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) Outputs (class in devinterp.utils)

P

plot() (devinterp.slt.gradient.GradientDistribution method) (devinterp.vis_utils.EpsilonBetaAnalyzer method), [1]

prepare_input() (in module devinterp.utils)

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) save_fig() (devinterp.vis_utils.EpsilonBetaAnalyzer method), [1] SGLD (class in devinterp.optim.sgld) SGNHT (class in devinterp.optim.sgnht) sweep() (devinterp.vis_utils.EpsilonBetaAnalyzer method), [1]

T

temperature (devinterp.slt.mala.MalaAcceptanceRate attribute)

W

WeightNorm (class in devinterp.slt.norms)

WithinHeadCovarianceAccumulator (class in devinterp.slt.cov)