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U
A
add_lf() (spear.labeling.lf_set.core.LFSet method)
add_lf_list() (spear.labeling.lf_set.core.LFSet method)
analyse_lfs() (spear.labeling.prelabels.core.PreLabels method)
analyze_w_predictions() (in module spear.Implyloss.utils)
ApplierMetadata (class in spear.labeling.apply.core)
apply() (spear.labeling.apply.core.LFApplier method)
apply_lfs_to_data_point() (in module spear.labeling.apply.core)
B
BaseContinuousScorer (class in spear.labeling.continuous_scoring.core)
BaseLFApplier (class in spear.labeling.apply.core)
BestCheckpointSaver (class in spear.Implyloss.checkmate)
boolean() (in module spear.Implyloss.utils)
C
Cage (class in spear.cage.core)
calculate_normalizer() (in module spear.utils.utils_cage)
change_values() (in module spear.Implyloss.data_feeder_utils)
combine_d_covered_U_pickles() (in module spear.Implyloss.utils)
compute_accuracy() (in module spear.Implyloss.utils)
compute_f_d_metrics() (spear.Implyloss.train.HLSTrain method)
continuous_scorer (class in spear.labeling.continuous_scoring.core)
conv_l_to_lsnork() (in module spear.Implyloss.utils)
convert_m_to_l() (in module spear.Implyloss.utils)
convert_weights_to_m() (in module spear.Implyloss.utils)
D
DeepNet (class in spear.jl.models.models)
dump_labels_to_file() (in module spear.Implyloss.utils)
E
entropy() (in module spear.utils.utils_jl)
exp_term_for_constraints() (in module spear.Implyloss.pr_utils)
extract_rules_satisfying_min_coverage() (in module spear.Implyloss.data_feeder_utils)
F
faults (spear.labeling.apply.core.ApplierMetadata property)
find_indices() (in module spear.utils.utils_jl)
fit_and_predict() (spear.cage.core.Cage method)
(spear.jl.core.JL method)
fit_and_predict_proba() (spear.cage.core.Cage method)
(spear.jl.core.JL method)
forward() (spear.jl.models.models.DeepNet method)
(spear.jl.models.models.LogisticRegression method)
G
generalized_cross_entropy() (in module spear.Implyloss.gen_cross_entropy_utils)
generalized_cross_entropy_bernoulli() (in module spear.Implyloss.gen_cross_entropy_utils)
generate_json() (spear.labeling.prelabels.core.PreLabels method)
generate_pickle() (spear.labeling.prelabels.core.PreLabels method)
get_best_checkpoint() (in module spear.Implyloss.checkmate)
get_classes() (in module spear.utils.data_editor)
get_data() (in module spear.Implyloss.utils)
(in module spear.utils.data_editor)
get_enum() (in module spear.utils.data_editor)
get_labels() (spear.labeling.prelabels.core.PreLabels method)
get_lfs() (spear.labeling.lf_set.core.LFSet method)
get_list() (in module spear.Implyloss.utils)
get_list_or_None() (in module spear.Implyloss.utils)
get_metric() (spear.Implyloss.train.HLSTrain method)
get_predictions() (in module spear.utils.data_editor)
get_q_r_from_p() (in module spear.Implyloss.pr_utils)
get_q_y_from_p() (in module spear.Implyloss.pr_utils)
get_rule_classes() (in module spear.Implyloss.data_feeder_utils)
get_rule_precision() (in module spear.Implyloss.utils)
get_similarity_kernel() (in module spear.utils.utils_jl)
H
handle() (spear.Implyloss.checkmate.BestCheckpointSaver method)
HLSTest (class in spear.Implyloss.test)
HLSTrain (class in spear.Implyloss.train)
I
init_metrics() (spear.Implyloss.train.HLSTrain method)
insert_true_labels() (in module spear.jl.subset_selection)
is_dict_trivial() (in module spear.utils.data_editor)
J
JL (class in spear.jl.core)
K
kl_divergence() (in module spear.utils.utils_jl)
L
label_conflict() (spear.labeling.analysis.core.LFAnalysis method)
label_coverage() (spear.labeling.analysis.core.LFAnalysis method)
label_overlap() (spear.labeling.analysis.core.LFAnalysis method)
labeling_function (class in spear.labeling.lf.core)
LabelingFunction (class in spear.labeling.lf.core)
lf_conflicts() (spear.labeling.analysis.core.LFAnalysis method)
lf_coverages() (spear.labeling.analysis.core.LFAnalysis method)
lf_empirical_accuracies() (spear.labeling.analysis.core.LFAnalysis method)
lf_overlaps() (spear.labeling.analysis.core.LFAnalysis method)
lf_polarities() (spear.labeling.analysis.core.LFAnalysis method)
lf_summary() (spear.labeling.analysis.core.LFAnalysis method)
LFAnalysis (class in spear.labeling.analysis.core)
LFApplier (class in spear.labeling.apply.core)
LFSet (class in spear.labeling.lf_set.core)
load_data() (in module spear.Implyloss.data_feeder_utils)
load_from_pickle_with_per_class_sampling_factor() (in module spear.Implyloss.utils)
load_params() (spear.cage.core.Cage method)
(spear.jl.core.JL method)
log_likelihood_loss() (in module spear.utils.utils_cage)
log_likelihood_loss_supervised() (in module spear.utils.utils_jl)
LogisticRegression (class in spear.jl.models.models)
M
make_f_summary_ops() (spear.Implyloss.train.HLSTrain method)
maybe_save_metrics_dict() (spear.Implyloss.train.HLSTrain method)
maybe_save_predictions() (spear.Implyloss.test.HLSTest method)
merge_dict_a_into_b() (in module spear.Implyloss.utils)
modify_d_or_U_using_rule_map() (in module spear.Implyloss.data_feeder_utils)
module
spear.cage.core
spear.Implyloss.checkmate
spear.Implyloss.checkpoints
spear.Implyloss.data_feeder_utils
spear.Implyloss.data_feeders
spear.Implyloss.gen_cross_entropy_utils
spear.Implyloss.model
spear.Implyloss.pr_utils
spear.Implyloss.test
spear.Implyloss.train
spear.Implyloss.utils
spear.jl.core
spear.jl.models.models
spear.jl.subset_selection
spear.labeling.analysis.core
spear.labeling.apply.core
spear.labeling.continuous_scoring.core
spear.labeling.lf.core
spear.labeling.lf_set.core
spear.labeling.prelabels.core
spear.utils.data_editor
spear.utils.utils_cage
spear.utils.utils_jl
N
None_if_zero() (in module spear.Implyloss.utils)
O
oversample_d() (in module spear.Implyloss.data_feeder_utils)
oversample_f_d() (in module spear.Implyloss.data_feeder_utils)
P
phi() (in module spear.utils.utils_cage)
phi_term_in_pr_loss() (in module spear.Implyloss.pr_utils)
pr_loss() (in module spear.Implyloss.pr_utils)
pr_product_term() (in module spear.Implyloss.pr_utils)
precision_loss() (in module spear.utils.utils_cage)
predict() (spear.cage.core.Cage method)
predict_fm() (spear.jl.core.JL method)
predict_fm_proba() (spear.jl.core.JL method)
predict_gm() (spear.jl.core.JL method)
predict_gm_labels() (in module spear.utils.utils_cage)
predict_gm_proba() (spear.jl.core.JL method)
predict_proba() (spear.cage.core.Cage method)
PreLabels (class in spear.labeling.prelabels.core)
pretty_print() (in module spear.Implyloss.utils)
print_tf_global_variables() (in module spear.Implyloss.utils)
print_var_list() (in module spear.Implyloss.utils)
probability() (in module spear.utils.utils_cage)
probability_l_y() (in module spear.utils.utils_cage)
probability_s_given_y_l() (in module spear.utils.utils_cage)
R
rand_subset() (in module spear.jl.subset_selection)
remap_1d_array() (in module spear.Implyloss.data_feeder_utils)
remap_2d_array() (in module spear.Implyloss.data_feeder_utils)
remove_lf() (spear.labeling.lf_set.core.LFSet method)
replace_in_pkl() (in module spear.jl.subset_selection)
report_f_d_perfs_to_tensorboard() (spear.Implyloss.train.HLSTrain method)
S
save_metrics() (spear.Implyloss.train.HLSTrain method)
save_params() (spear.cage.core.Cage method)
(spear.jl.core.JL method)
set_to_list_of_values_if_None_or_empty() (in module spear.Implyloss.utils)
shuffle_F_d_U_Data() (in module spear.Implyloss.data_feeder_utils)
spear.cage.core
module
spear.Implyloss.checkmate
module
spear.Implyloss.checkpoints
module
spear.Implyloss.data_feeder_utils
module
spear.Implyloss.data_feeders
module
spear.Implyloss.gen_cross_entropy_utils
module
spear.Implyloss.model
module
spear.Implyloss.pr_utils
module
spear.Implyloss.test
module
spear.Implyloss.train
module
spear.Implyloss.utils
module
spear.jl.core
module
spear.jl.models.models
module
spear.jl.subset_selection
module
spear.labeling.analysis.core
module
spear.labeling.apply.core
module
spear.labeling.continuous_scoring.core
module
spear.labeling.lf.core
module
spear.labeling.lf_set.core
module
spear.labeling.prelabels.core
module
spear.utils.data_editor
module
spear.utils.utils_cage
module
spear.utils.utils_jl
module
sup_subset() (in module spear.jl.subset_selection)
sup_subset_indices() (in module spear.jl.subset_selection)
sup_subset_save_files() (in module spear.jl.subset_selection)
T
test_best_ckpt() (in module spear.Implyloss.checkpoints)
test_checkmate() (in module spear.Implyloss.checkpoints)
test_checkpoint() (in module spear.Implyloss.checkpoints)
test_f() (spear.Implyloss.test.HLSTest method)
test_mru_checkpoints() (in module spear.Implyloss.checkpoints)
test_w() (spear.Implyloss.test.HLSTest method)
theta_term_in_pr_loss() (in module spear.Implyloss.pr_utils)
train_f_on_d() (spear.Implyloss.train.HLSTrain method)
train_f_on_d_U() (spear.Implyloss.train.HLSTrain method)
U
unsup_subset() (in module spear.jl.subset_selection)
updated_theta_copy() (in module spear.Implyloss.utils)
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