AmpliGraph
2.0.0
Contents:
Installation
Background
API
How to Contribute
Examples
Tutorials
Performance
Bibliography
Changelog
About
AmpliGraph
Docs
»
Index
Edit on GitHub
Index
_
|
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
L
|
M
|
N
|
O
|
P
|
Q
|
R
|
S
|
T
|
U
_
__init__() (ampligraph.compat.ComplEx method)
(ampligraph.compat.DistMult method)
(ampligraph.compat.HolE method)
(ampligraph.compat.TransE method)
(ampligraph.datasets.BucketGraphPartitioner method)
(ampligraph.datasets.GraphDataLoader method)
(ampligraph.latent_features.AbsoluteMarginLoss method)
(ampligraph.latent_features.layers.calibration.CalibrationLayer method)
(ampligraph.latent_features.layers.corruption_generation.CorruptionGenerationLayerTrain method)
(ampligraph.latent_features.layers.encoding.EmbeddingLookupLayer method)
(ampligraph.latent_features.layers.scoring.AbstractScoringLayer.AbstractScoringLayer method)
(ampligraph.latent_features.layers.scoring.ComplEx method)
(ampligraph.latent_features.layers.scoring.DistMult method)
(ampligraph.latent_features.layers.scoring.HolE method)
(ampligraph.latent_features.layers.scoring.TransE method)
(ampligraph.latent_features.loss_functions.Loss method)
(ampligraph.latent_features.NLLLoss method)
(ampligraph.latent_features.NLLMulticlass method)
(ampligraph.latent_features.PairwiseLoss method)
(ampligraph.latent_features.ScoringBasedEmbeddingModel method)
(ampligraph.latent_features.SelfAdversarialLoss method)
A
AbsoluteMarginLoss (class in ampligraph.latent_features)
AbstractScoringLayer (class in ampligraph.latent_features.layers.scoring.AbstractScoringLayer)
add_dataset() (ampligraph.datasets.GraphDataLoader method)
ampligraph.compat
module
ampligraph.datasets
module
,
[1]
ampligraph.discovery
module
ampligraph.evaluation
module
ampligraph.latent_features
module
,
[1]
ampligraph.utils
module
B
BucketGraphPartitioner (class in ampligraph.datasets)
build() (ampligraph.latent_features.layers.calibration.CalibrationLayer method)
(ampligraph.latent_features.layers.encoding.EmbeddingLookupLayer method)
(ampligraph.latent_features.ScoringBasedEmbeddingModel method)
build_full_model() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
C
calibrate() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
CalibrationLayer (class in ampligraph.latent_features.layers.calibration)
call() (ampligraph.latent_features.layers.calibration.CalibrationLayer method)
(ampligraph.latent_features.layers.corruption_generation.CorruptionGenerationLayerTrain method)
(ampligraph.latent_features.layers.encoding.EmbeddingLookupLayer method)
(ampligraph.latent_features.layers.scoring.AbstractScoringLayer.AbstractScoringLayer method)
(ampligraph.latent_features.ScoringBasedEmbeddingModel method)
clean() (ampligraph.datasets.GraphDataLoader method)
compile() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
ComplEx (class in ampligraph.compat)
(class in ampligraph.latent_features.layers.scoring)
compute_focusE_weights() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
compute_output_shape() (ampligraph.latent_features.layers.encoding.EmbeddingLookupLayer method)
(ampligraph.latent_features.layers.scoring.AbstractScoringLayer.AbstractScoringLayer method)
(ampligraph.latent_features.ScoringBasedEmbeddingModel method)
CorruptionGenerationLayerTrain (class in ampligraph.latent_features.layers.corruption_generation)
create_single_partition() (ampligraph.datasets.BucketGraphPartitioner method)
create_tensorboard_visualizations() (in module ampligraph.utils)
D
dataframe_to_triples() (in module ampligraph.utils)
discover_facts() (in module ampligraph.discovery)
DistMult (class in ampligraph.compat)
(class in ampligraph.latent_features.layers.scoring)
E
EmbeddingLookupLayer (class in ampligraph.latent_features.layers.encoding)
evaluate() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
evaluate_performance() (in module ampligraph.compat)
F
filter_unseen_entities() (in module ampligraph.evaluation)
find_clusters() (in module ampligraph.discovery)
find_duplicates() (in module ampligraph.discovery)
fit() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
from_config() (ampligraph.latent_features.ScoringBasedEmbeddingModel class method)
G
get_batch_generator() (ampligraph.datasets.GraphDataLoader method)
get_complementary_entities() (ampligraph.datasets.GraphDataLoader method)
get_complementary_objects() (ampligraph.datasets.GraphDataLoader method)
get_complementary_subjects() (ampligraph.datasets.GraphDataLoader method)
get_config() (ampligraph.latent_features.layers.calibration.CalibrationLayer method)
(ampligraph.latent_features.layers.corruption_generation.CorruptionGenerationLayerTrain method)
(ampligraph.latent_features.layers.encoding.EmbeddingLookupLayer method)
(ampligraph.latent_features.layers.scoring.AbstractScoringLayer.AbstractScoringLayer method)
(ampligraph.latent_features.layers.scoring.ComplEx method)
(ampligraph.latent_features.layers.scoring.DistMult method)
(ampligraph.latent_features.layers.scoring.HolE method)
(ampligraph.latent_features.layers.scoring.TransE method)
(ampligraph.latent_features.ScoringBasedEmbeddingModel method)
get_count() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
get_data_size() (ampligraph.datasets.GraphDataLoader method)
get_emb_matrix_test() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
get_embeddings() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
get_focusE_params() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
get_indexes() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
get_participating_entities() (ampligraph.datasets.GraphDataLoader method)
get_ranks() (ampligraph.latent_features.layers.scoring.AbstractScoringLayer.AbstractScoringLayer method)
get_tf_generator() (ampligraph.datasets.GraphDataLoader method)
get_train_embedding_matrix_size() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
get_triples() (ampligraph.datasets.GraphDataLoader method)
GraphDataLoader (class in ampligraph.datasets)
H
hits_at_n_score() (in module ampligraph.evaluation)
HolE (class in ampligraph.compat)
(class in ampligraph.latent_features.layers.scoring)
I
intersect() (ampligraph.datasets.GraphDataLoader method)
is_fit() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
L
load_cn15k() (in module ampligraph.datasets)
(in module ampligraph.datasets.datasets)
load_codex() (in module ampligraph.datasets)
(in module ampligraph.datasets.datasets)
load_fb13() (in module ampligraph.datasets)
(in module ampligraph.datasets.datasets)
load_fb15k() (in module ampligraph.datasets)
(in module ampligraph.datasets.datasets)
load_fb15k_237() (in module ampligraph.datasets)
(in module ampligraph.datasets.datasets)
load_from_csv() (in module ampligraph.datasets)
(in module ampligraph.datasets.datasets)
load_from_ntriples() (in module ampligraph.datasets)
(in module ampligraph.datasets.datasets)
load_from_rdf() (in module ampligraph.datasets)
(in module ampligraph.datasets.datasets)
load_metadata() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
load_nl27k() (in module ampligraph.datasets)
(in module ampligraph.datasets.datasets)
load_onet20k() (in module ampligraph.datasets)
(in module ampligraph.datasets.datasets)
load_ppi5k() (in module ampligraph.datasets)
(in module ampligraph.datasets.datasets)
load_weights() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
load_wn11() (in module ampligraph.datasets)
(in module ampligraph.datasets.datasets)
load_wn18() (in module ampligraph.datasets)
(in module ampligraph.datasets.datasets)
load_wn18rr() (in module ampligraph.datasets)
(in module ampligraph.datasets.datasets)
load_yago3_10() (in module ampligraph.datasets)
(in module ampligraph.datasets.datasets)
Loss (class in ampligraph.latent_features.loss_functions)
LP_regularizer (class in ampligraph.latent_features)
M
make_calibrate_function() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
make_predict_function() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
make_test_function() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
make_train_function() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
module
ampligraph.compat
ampligraph.datasets
,
[1]
ampligraph.discovery
ampligraph.evaluation
ampligraph.latent_features
,
[1]
ampligraph.utils
mr_score() (in module ampligraph.evaluation)
mrr_score() (in module ampligraph.evaluation)
N
NLLLoss (class in ampligraph.latent_features)
NLLMulticlass (class in ampligraph.latent_features)
O
on_complete() (ampligraph.datasets.GraphDataLoader method)
on_epoch_end() (ampligraph.datasets.GraphDataLoader method)
P
PairwiseLoss (class in ampligraph.latent_features)
partition_change_updates() (ampligraph.latent_features.layers.encoding.EmbeddingLookupLayer method)
(ampligraph.latent_features.ScoringBasedEmbeddingModel method)
predict() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
predict_proba() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
predict_step() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
predict_step_partitioning() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
preprocess_focusE_weights() (in module ampligraph.utils)
process_model_inputs_for_test() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
Q
query_topn() (in module ampligraph.discovery)
R
rank_score() (in module ampligraph.evaluation)
reload() (ampligraph.datasets.GraphDataLoader method)
restore_model() (in module ampligraph.utils)
S
save() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
save_metadata() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
save_model() (in module ampligraph.utils)
save_weights() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
ScoringBasedEmbeddingModel (class in ampligraph.latent_features)
select_best_model_ranking() (in module ampligraph.evaluation)
SelfAdversarialLoss (class in ampligraph.latent_features)
set_ent_rel_initial_value() (ampligraph.latent_features.layers.encoding.EmbeddingLookupLayer method)
set_initializer() (ampligraph.latent_features.layers.encoding.EmbeddingLookupLayer method)
set_regularizer() (ampligraph.latent_features.layers.encoding.EmbeddingLookupLayer method)
T
train_step() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
train_test_split_no_unseen() (in module ampligraph.evaluation)
TransE (class in ampligraph.compat)
(class in ampligraph.latent_features.layers.scoring)
U
update_focusE_params() (ampligraph.latent_features.ScoringBasedEmbeddingModel method)
Read the Docs
v: 2.0.0
Versions
latest
2.0.0
1.4.0
1.3.2
1.3.1
1.3.0
1.2.0
1.1.0
1.0.3
1.0.2
1.0.1
1.0.0
release-2.0.0
release-1.3.2
develop
ampligraph2-develop
Downloads
On Read the Docs
Project Home
Builds
Free document hosting provided by
Read the Docs
.