Index

A

add() (mice.logging.Recorder method)

aggr_cost (mice.policy.DropRestartClipPolicy attribute) as_list() (mice.logging.Recorder method)

B

base_resamp (mice.state.LevelState attribute)

base_stats (mice.state.LevelState attribute)

C

clip_every (mice.policy.DropRestartClipPolicy attribute) clip_type (mice.policy.DropRestartClipPolicy attribute) cnt_part (mice.state.ResamplingAcc attribute) cnt_total (mice.state.ResamplingAcc attribute) convex (mice.core.MICE attribute) (mice.core_impl.MICE attribute) (mice.norms.PlainNormEstimator attribute) (mice.norms.ResamplingNormEstimator attribute)

cost (mice.state.LevelState attribute) counter (mice.sampling.FiniteSampler attribute)

D

data (mice.sampling.FiniteSampler attribute) data_size (mice.sampling.FiniteSampler attribute) delta_loo_means() (mice.state.LevelState method)

delta_resamp (mice.state.LevelState attribute) delta_stats (mice.state.LevelState attribute) drop_param (mice.policy.DropRestartClipPolicy attribute) DropRestartClipPolicy (class in mice.policy)

E

eps (mice.core.MICE attribute) (mice.core_impl.MICE attribute)

evaluate() (mice.core.MICE method) (mice.core_impl.MICE method) events (mice.logging.Recorder attribute)

F

FiniteSampler (class in mice.sampling)

G

get_log() (mice.core.MICE method) (mice.core_impl.MICE method)

grad (mice.core.MICE attribute) (mice.core_impl.MICE attribute)

L

LevelState (class in mice.state)

loo_means() (mice.state.ResamplingAcc method)

M

m (mice.state.LevelState property) m2 (mice.state.WelfordVec attribute) m_min (mice.state.LevelState attribute) m_prev (mice.state.LevelState attribute) make_sampler() (in module mice.sampling) max_cost (mice.core.MICE attribute) (mice.core_impl.MICE attribute) max_grad_batch_elems (mice.core.MICE attribute) (mice.core_impl.MICE attribute) max_hierarchy_size (mice.policy.DropRestartClipPolicy attribute) mean (mice.state.WelfordVec attribute) mean_delta (mice.state.LevelState property) mice module MICE (class in mice.core) (class in mice.core_impl) mice.core module mice.core_impl module mice.logging module

mice.norms module mice.plot_mice module mice.policy module mice.sampling module mice.state module min_batch (mice.core.MICE attribute) (mice.core_impl.MICE attribute) module mice mice.core mice.core_impl mice.logging mice.norms mice.plot_mice mice.policy mice.sampling mice.state

N

n (mice.state.WelfordVec attribute)

next() (mice.sampling.FiniteSampler method)

P

PlainNormEstimator (class in mice.norms) plot_mice() (in module mice.plot_mice)

policy (mice.core.MICE attribute) (mice.core_impl.MICE attribute)

R

re_max_samp (mice.core.MICE attribute) (mice.core_impl.MICE attribute) re_min_n (mice.core.MICE attribute) (mice.core_impl.MICE attribute) re_part (mice.core.MICE attribute) (mice.core_impl.MICE attribute) (mice.norms.ResamplingNormEstimator attribute) (mice.state.ResamplingAcc attribute) re_quantile (mice.core.MICE attribute) (mice.core_impl.MICE attribute) (mice.norms.ResamplingNormEstimator attribute)

re_tot_cost (mice.core.MICE attribute) (mice.core_impl.MICE attribute) Recorder (class in mice.logging) recorder (mice.core.MICE attribute) (mice.core_impl.MICE attribute) ResamplingAcc (class in mice.state) ResamplingNormEstimator (class in mice.norms) restart_factor (mice.core.MICE attribute) (mice.core_impl.MICE attribute) restart_param (mice.policy.DropRestartClipPolicy attribute)

S

sample_fn (mice.state.LevelState attribute) sampler (mice.core.MICE attribute) (mice.core_impl.MICE attribute) start (mice.sampling.FiniteSampler attribute) stop_crit_norm (mice.core.MICE attribute) (mice.core_impl.MICE attribute)

stop_crit_prob (mice.core.MICE attribute) (mice.core_impl.MICE attribute) stop_quantile (mice.norms.ResamplingNormEstimator attribute) sum_part (mice.state.ResamplingAcc attribute) sum_total (mice.state.ResamplingAcc attribute)

U

update() (mice.norms.PlainNormEstimator method) update_batch() (mice.state.ResamplingAcc method) (mice.state.WelfordVec method)

update_from_norms() (mice.norms.ResamplingNormEstimator method) use_resampling (mice.core.MICE attribute) (mice.core_impl.MICE attribute)

V

v_base (mice.state.LevelState property) v_batch (mice.state.LevelState property)

v_delta (mice.state.LevelState property) var_sum (mice.state.WelfordVec property)

W

WelfordVec (class in mice.state)

X

x (mice.state.LevelState attribute)

x_prev (mice.state.LevelState attribute)

Z

zeros() (mice.state.ResamplingAcc class method) (mice.state.WelfordVec class method)