Index
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
L
|
M
|
N
|
O
|
P
|
Q
|
R
|
S
|
T
|
U
|
V
|
W
|
X
A
add_conv() (in module sourced.ml.core.algorithms.id_splitter.nn_model)
add_output_layer() (in module sourced.ml.core.algorithms.id_splitter.nn_model)
add_rnn() (in module sourced.ml.core.algorithms.id_splitter.nn_model)
ALGORITHM (sourced.ml.core.extractors.bags_extractor.Extractor attribute)
(sourced.ml.core.extractors.Extractor attribute)
(sourced.ml.core.extractors.RoleIdsExtractor attribute)
(sourced.ml.core.extractors.bags_extractor.RoleIdsExtractor attribute)
alias_sample() (sourced.ml.core.algorithms.uast_struct_to_bag.Uast2RandomWalks method)
All (sourced.ml.core.extractors.identifier_distance.IdentifierDistance.DistanceType attribute)
(sourced.ml.core.extractors.IdentifierDistance.DistanceType attribute)
apply_quantization() (sourced.ml.core.models.quant.QuantizationLevels method)
(sourced.ml.core.models.QuantizationLevels method)
ASSIGNMENT (in module sourced.ml.core.utils.bblfsh_roles)
B
BACKEND (in module sourced.ml.core.modelforgecfg)
BACKEND_ARGS (in module sourced.ml.core.modelforgecfg)
BagsExtractor (class in sourced.ml.core.extractors)
(class in sourced.ml.core.extractors.bags_extractor)
batch_size (sourced.ml.core.models.id_splitter.IdentifierSplitterBiLSTM attribute)
BBLFSH_VERSION_HIGH (in module sourced.ml.core.utils.bblfsh)
BBLFSH_VERSION_LOW (in module sourced.ml.core.utils.bblfsh)
binarize() (in module sourced.ml.core.algorithms.id_splitter.pipeline)
BINARY (in module sourced.ml.core.utils.bblfsh_roles)
BOW (class in sourced.ml.core.models)
(class in sourced.ml.core.models.bow)
build_cnn() (in module sourced.ml.core.algorithms.id_splitter.nn_model)
build_rnn() (in module sourced.ml.core.algorithms.id_splitter.nn_model)
build_schedule() (in module sourced.ml.core.algorithms.id_splitter.pipeline)
build_train_generator() (in module sourced.ml.core.algorithms.id_splitter.pipeline)
C
CACHE_DIR (in module sourced.ml.core.modelforgecfg)
calc_tree_distance() (sourced.ml.core.algorithms.Uast2IdTreeDistance static method)
(sourced.ml.core.algorithms.uast_id_distance.Uast2IdTreeDistance static method)
check_version() (in module sourced.ml.core.utils.bblfsh)
ChildrenBagExtractor (class in sourced.ml.core.extractors)
(class in sourced.ml.core.extractors.children)
concat() (sourced.ml.core.algorithms.Uast2IdSequence static method)
(sourced.ml.core.algorithms.uast_to_id_sequence.Uast2IdSequence static method)
config_keras() (in module sourced.ml.core.algorithms.id_splitter.pipeline)
construct() (sourced.ml.core.models.BOW method)
(sourced.ml.core.models.Cooccurrences method)
(sourced.ml.core.models.DocumentFrequencies method)
(sourced.ml.core.models.Id2Vec method)
(sourced.ml.core.models.OrderedDocumentFrequencies method)
(sourced.ml.core.models.QuantizationLevels method)
(sourced.ml.core.models.TensorFlowModel method)
(sourced.ml.core.models.Topics method)
(sourced.ml.core.models.bow.BOW method)
(sourced.ml.core.models.coocc.Cooccurrences method)
(sourced.ml.core.models.df.DocumentFrequencies method)
(sourced.ml.core.models.id2vec.Id2Vec method)
(sourced.ml.core.models.id_splitter.IdentifierSplitterBiLSTM method)
(sourced.ml.core.models.ordered_df.OrderedDocumentFrequencies method)
(sourced.ml.core.models.quant.QuantizationLevels method)
(sourced.ml.core.models.tensorflow.TensorFlowModel method)
(sourced.ml.core.models.topics.Topics method)
convert() (sourced.ml.core.models.model_converters.base.Model2Base method)
convert_bow_to_vw() (sourced.ml.core.models.BOW method)
(sourced.ml.core.models.bow.BOW method)
convert_model() (sourced.ml.core.models.MergeBOW method)
(sourced.ml.core.models.MergeDocFreq method)
(sourced.ml.core.models.model_converters.base.Model2Base method)
(sourced.ml.core.models.model_converters.merge_bow.MergeBOW method)
(sourced.ml.core.models.model_converters.merge_df.MergeDocFreq method)
Cooccurrences (class in sourced.ml.core.models)
(class in sourced.ml.core.models.coocc)
CORSWebServer (class in sourced.ml.core.utils.projector)
count_matrix_input() (in module sourced.ml.core.algorithms.swivel)
create_extractors_from_args() (in module sourced.ml.core.extractors)
(in module sourced.ml.core.extractors.helpers)
create_generator_params() (in module sourced.ml.core.algorithms.id_splitter.pipeline)
D
DECLARATION (in module sourced.ml.core.utils.bblfsh_roles)
DEFAULT_BATCH_SIZE (sourced.ml.core.models.id_splitter.IdentifierSplitterBiLSTM attribute)
DEFAULT_DOCFREQ_THRESHOLD (sourced.ml.core.extractors.bags_extractor.BagsExtractor attribute)
(sourced.ml.core.extractors.BagsExtractor attribute)
DEFAULT_LICENSE (in module sourced.ml.core.models.license)
DEFAULT_MAPPING (sourced.ml.core.models.id_splitter.IdentifierSplitterBiLSTM attribute)
DEFAULT_MAX_DISTANCE (sourced.ml.core.algorithms.uast_id_distance.Uast2IdDistance attribute)
(sourced.ml.core.extractors.IdentifierDistance attribute)
(sourced.ml.core.extractors.identifier_distance.IdentifierDistance attribute)
DEFAULT_MAXLEN (sourced.ml.core.models.id_splitter.IdentifierSplitterBiLSTM attribute)
DEFAULT_PADDING (sourced.ml.core.models.id_splitter.IdentifierSplitterBiLSTM attribute)
DEFAULT_THRESHOLD (in module sourced.ml.core.algorithms.id_splitter.pipeline)
DELIMITER (sourced.ml.core.algorithms.token_parser.TokenStyle attribute)
DESCRIPTION (sourced.ml.core.models.BOW attribute)
(sourced.ml.core.models.Cooccurrences attribute)
(sourced.ml.core.models.DocumentFrequencies attribute)
(sourced.ml.core.models.Id2Vec attribute)
(sourced.ml.core.models.QuantizationLevels attribute)
(sourced.ml.core.models.TensorFlowModel attribute)
(sourced.ml.core.models.Topics attribute)
(sourced.ml.core.models.bow.BOW attribute)
(sourced.ml.core.models.coocc.Cooccurrences attribute)
(sourced.ml.core.models.df.DocumentFrequencies attribute)
(sourced.ml.core.models.id2vec.Id2Vec attribute)
(sourced.ml.core.models.id_splitter.IdentifierSplitterBiLSTM attribute)
(sourced.ml.core.models.quant.QuantizationLevels attribute)
(sourced.ml.core.models.tensorflow.TensorFlowModel attribute)
(sourced.ml.core.models.topics.Topics attribute)
distance() (sourced.ml.core.algorithms.Uast2IdLineDistance method)
(sourced.ml.core.algorithms.Uast2IdTreeDistance method)
(sourced.ml.core.algorithms.uast_id_distance.Uast2IdDistance method)
(sourced.ml.core.algorithms.uast_id_distance.Uast2IdLineDistance method)
(sourced.ml.core.algorithms.uast_id_distance.Uast2IdTreeDistance method)
docfreq_threhold (sourced.ml.core.extractors.bags_extractor.BagsExtractor attribute)
(sourced.ml.core.extractors.BagsExtractor attribute)
docs (sourced.ml.core.models.df.DocumentFrequencies attribute)
(sourced.ml.core.models.DocumentFrequencies attribute)
DocumentFrequencies (class in sourced.ml.core.models)
(class in sourced.ml.core.models.df)
documents (sourced.ml.core.models.BOW attribute)
(sourced.ml.core.models.bow.BOW attribute)
documents_index() (sourced.ml.core.models.BOW method)
(sourced.ml.core.models.bow.BOW method)
dump() (sourced.ml.core.models.BOW method)
(sourced.ml.core.models.Cooccurrences method)
(sourced.ml.core.models.DocumentFrequencies method)
(sourced.ml.core.models.Id2Vec method)
(sourced.ml.core.models.QuantizationLevels method)
(sourced.ml.core.models.Topics method)
(sourced.ml.core.models.bow.BOW method)
(sourced.ml.core.models.coocc.Cooccurrences method)
(sourced.ml.core.models.df.DocumentFrequencies method)
(sourced.ml.core.models.id2vec.Id2Vec method)
(sourced.ml.core.models.id_splitter.IdentifierSplitterBiLSTM method)
(sourced.ml.core.models.quant.QuantizationLevels method)
(sourced.ml.core.models.topics.Topics method)
E
embeddings (sourced.ml.core.models.Id2Vec attribute)
(sourced.ml.core.models.id2vec.Id2Vec attribute)
embeddings_with_init() (in module sourced.ml.core.algorithms.swivel)
EPSILON (in module sourced.ml.core.algorithms.id_splitter.pipeline)
execute() (in module sourced.ml.core.utils.bigartm)
EXPRESSION (in module sourced.ml.core.utils.bblfsh_roles)
extract() (sourced.ml.core.extractors.bags_extractor.BagsExtractor method)
(sourced.ml.core.extractors.BagsExtractor method)
(sourced.ml.core.extractors.ChildrenBagExtractor method)
(sourced.ml.core.extractors.Extractor method)
(sourced.ml.core.extractors.IdSequenceExtractor method)
(sourced.ml.core.extractors.IdentifierDistance method)
(sourced.ml.core.extractors.bags_extractor.Extractor method)
(sourced.ml.core.extractors.children.ChildrenBagExtractor method)
(sourced.ml.core.extractors.id_sequence.IdSequenceExtractor method)
(sourced.ml.core.extractors.identifier_distance.IdentifierDistance method)
extract_coocc_matrix() (in module sourced.ml.core.algorithms.id_embedding)
Extractor (class in sourced.ml.core.extractors)
(class in sourced.ml.core.extractors.bags_extractor)
F
f1score() (in module sourced.ml.core.algorithms.id_splitter.nn_model)
FakeVocabulary (class in sourced.ml.core.algorithms.uast_ids_to_bag)
filter_kwargs() (in module sourced.ml.core.extractors)
(in module sourced.ml.core.extractors.helpers)
finalize() (sourced.ml.core.models.MergeBOW method)
(sourced.ml.core.models.MergeDocFreq method)
(sourced.ml.core.models.model_converters.base.Model2Base method)
(sourced.ml.core.models.model_converters.merge_bow.MergeBOW method)
(sourced.ml.core.models.model_converters.merge_df.MergeDocFreq method)
FLAGS (in module sourced.ml.core.algorithms.swivel)
flags (in module sourced.ml.core.algorithms.swivel)
FUNCTION (in module sourced.ml.core.utils.bblfsh_roles)
G
get() (sourced.ml.core.models.df.DocumentFrequencies method)
(sourced.ml.core.models.DocumentFrequencies method)
get_available_gpus() (in module sourced.ml.core.algorithms.swivel)
get_kwargs_fromcmdline() (sourced.ml.core.extractors.bags_extractor.Extractor class method)
(sourced.ml.core.extractors.Extractor class method)
get_names_from_kwargs() (in module sourced.ml.core.extractors)
(in module sourced.ml.core.extractors.helpers)
graphdef (sourced.ml.core.models.tensorflow.TensorFlowModel attribute)
(sourced.ml.core.models.TensorFlowModel attribute)
GraphletBagExtractor (class in sourced.ml.core.extractors)
(class in sourced.ml.core.extractors.graphlets)
greatest() (sourced.ml.core.models.df.DocumentFrequencies method)
(sourced.ml.core.models.DocumentFrequencies method)
(sourced.ml.core.models.OrderedDocumentFrequencies method)
(sourced.ml.core.models.ordered_df.OrderedDocumentFrequencies method)
H
HashedTokenParser (class in sourced.ml.core.extractors.literals)
I
Id2Vec (class in sourced.ml.core.models)
(class in sourced.ml.core.models.id2vec)
IDENTIFIER (in module sourced.ml.core.utils.bblfsh_roles)
IdentifierDistance (class in sourced.ml.core.extractors)
(class in sourced.ml.core.extractors.identifier_distance)
IdentifierDistance.DistanceType (class in sourced.ml.core.extractors)
(class in sourced.ml.core.extractors.identifier_distance)
IdentifiersBagExtractor (class in sourced.ml.core.extractors)
(class in sourced.ml.core.extractors.identifiers)
IdentifierSplitterBiLSTM (class in sourced.ml.core.models.id_splitter)
IdSequenceExtractor (class in sourced.ml.core.extractors)
(class in sourced.ml.core.extractors.id_sequence)
INDEX_REPO (in module sourced.ml.core.modelforgecfg)
initialize_summary() (sourced.ml.core.algorithms.swivel.SwivelModel method)
install_bigartm() (in module sourced.ml.core.utils)
(in module sourced.ml.core.utils.bigartm)
items() (sourced.ml.core.models.Id2Vec method)
(sourced.ml.core.models.id2vec.Id2Vec method)
L
label_topics() (sourced.ml.core.models.Topics method)
(sourced.ml.core.models.topics.Topics method)
LEFT (in module sourced.ml.core.utils.bblfsh_roles)
levels (sourced.ml.core.extractors.children.ChildrenBagExtractor attribute)
(sourced.ml.core.extractors.ChildrenBagExtractor attribute)
(sourced.ml.core.models.QuantizationLevels attribute)
(sourced.ml.core.models.quant.QuantizationLevels attribute)
LICENSE (sourced.ml.core.models.BOW attribute)
(sourced.ml.core.models.Cooccurrences attribute)
(sourced.ml.core.models.DocumentFrequencies attribute)
(sourced.ml.core.models.Id2Vec attribute)
(sourced.ml.core.models.QuantizationLevels attribute)
(sourced.ml.core.models.TensorFlowModel attribute)
(sourced.ml.core.models.Topics attribute)
(sourced.ml.core.models.bow.BOW attribute)
(sourced.ml.core.models.coocc.Cooccurrences attribute)
(sourced.ml.core.models.df.DocumentFrequencies attribute)
(sourced.ml.core.models.id2vec.Id2Vec attribute)
(sourced.ml.core.models.id_splitter.IdentifierSplitterBiLSTM attribute)
(sourced.ml.core.models.quant.QuantizationLevels attribute)
(sourced.ml.core.models.tensorflow.TensorFlowModel attribute)
(sourced.ml.core.models.topics.Topics attribute)
Line (sourced.ml.core.extractors.identifier_distance.IdentifierDistance.DistanceType attribute)
(sourced.ml.core.extractors.IdentifierDistance.DistanceType attribute)
LITERAL (in module sourced.ml.core.utils.bblfsh_roles)
Literals2Bag (class in sourced.ml.core.extractors.literals)
LiteralsBagExtractor (class in sourced.ml.core.extractors)
(class in sourced.ml.core.extractors.literals)
load_model_file() (sourced.ml.core.models.id_splitter.IdentifierSplitterBiLSTM method)
log() (in module sourced.ml.core.algorithms.swivel)
log_tf_log_idf() (in module sourced.ml.core.algorithms)
(in module sourced.ml.core.algorithms.tf_idf)
LOSS (in module sourced.ml.core.algorithms.id_splitter.nn_model)
M
main() (in module sourced.ml.core.algorithms.swivel)
make_lr_scheduler() (in module sourced.ml.core.algorithms.id_splitter.pipeline)
matrix (sourced.ml.core.models.BOW attribute)
(sourced.ml.core.models.Cooccurrences attribute)
(sourced.ml.core.models.Topics attribute)
(sourced.ml.core.models.bow.BOW attribute)
(sourced.ml.core.models.coocc.Cooccurrences attribute)
(sourced.ml.core.models.topics.Topics attribute)
matrix_to_rdd() (sourced.ml.core.models.coocc.Cooccurrences method)
(sourced.ml.core.models.Cooccurrences method)
MAX_TOKEN_LENGTH (sourced.ml.core.algorithms.token_parser.TokenParser attribute)
max_token_length (sourced.ml.core.algorithms.token_parser.TokenParser attribute)
merge_roles() (sourced.ml.core.algorithms.Uast2RoleIdPairs static method)
(sourced.ml.core.algorithms.uast_to_role_id_pairs.Uast2RoleIdPairs static method)
MergeBOW (class in sourced.ml.core.models)
(class in sourced.ml.core.models.model_converters.merge_bow)
MergeDocFreq (class in sourced.ml.core.models)
(class in sourced.ml.core.models.model_converters.merge_df)
METRICS (in module sourced.ml.core.algorithms.id_splitter.nn_model)
MIN_SPLIT_LENGTH (sourced.ml.core.algorithms.token_parser.TokenParser attribute)
min_split_length (sourced.ml.core.algorithms.token_parser.TokenParser attribute)
model (sourced.ml.core.models.id_splitter.IdentifierSplitterBiLSTM attribute)
Model2Base (class in sourced.ml.core.models.model_converters.base)
MODEL_FROM_CLASS (sourced.ml.core.models.MergeBOW attribute)
(sourced.ml.core.models.MergeDocFreq attribute)
(sourced.ml.core.models.model_converters.base.Model2Base attribute)
(sourced.ml.core.models.model_converters.merge_bow.MergeBOW attribute)
(sourced.ml.core.models.model_converters.merge_df.MergeDocFreq attribute)
MODEL_TO_CLASS (sourced.ml.core.models.MergeBOW attribute)
(sourced.ml.core.models.MergeDocFreq attribute)
(sourced.ml.core.models.model_converters.base.Model2Base attribute)
(sourced.ml.core.models.model_converters.merge_bow.MergeBOW attribute)
(sourced.ml.core.models.model_converters.merge_df.MergeDocFreq attribute)
N
NAME (in module sourced.ml.core.utils.bblfsh_roles)
(sourced.ml.core.extractors.ChildrenBagExtractor attribute)
(sourced.ml.core.extractors.Extractor attribute)
(sourced.ml.core.extractors.GraphletBagExtractor attribute)
(sourced.ml.core.extractors.IdSequenceExtractor attribute)
(sourced.ml.core.extractors.IdentifierDistance attribute)
(sourced.ml.core.extractors.IdentifiersBagExtractor attribute)
(sourced.ml.core.extractors.LiteralsBagExtractor attribute)
(sourced.ml.core.extractors.RoleIdsExtractor attribute)
(sourced.ml.core.extractors.UastRandomWalkBagExtractor attribute)
(sourced.ml.core.extractors.UastSeqBagExtractor attribute)
(sourced.ml.core.extractors.bags_extractor.Extractor attribute)
(sourced.ml.core.extractors.bags_extractor.RoleIdsExtractor attribute)
(sourced.ml.core.extractors.children.ChildrenBagExtractor attribute)
(sourced.ml.core.extractors.graphlets.GraphletBagExtractor attribute)
(sourced.ml.core.extractors.id_sequence.IdSequenceExtractor attribute)
(sourced.ml.core.extractors.identifier_distance.IdentifierDistance attribute)
(sourced.ml.core.extractors.identifiers.IdentifiersBagExtractor attribute)
(sourced.ml.core.extractors.literals.LiteralsBagExtractor attribute)
(sourced.ml.core.extractors.uast_random_walk.UastRandomWalkBagExtractor attribute)
(sourced.ml.core.extractors.uast_seq.UastSeqBagExtractor attribute)
(sourced.ml.core.models.BOW attribute)
(sourced.ml.core.models.Cooccurrences attribute)
(sourced.ml.core.models.DocumentFrequencies attribute)
(sourced.ml.core.models.Id2Vec attribute)
(sourced.ml.core.models.QuantizationLevels attribute)
(sourced.ml.core.models.TensorFlowModel attribute)
(sourced.ml.core.models.Topics attribute)
(sourced.ml.core.models.bow.BOW attribute)
(sourced.ml.core.models.coocc.Cooccurrences attribute)
(sourced.ml.core.models.df.DocumentFrequencies attribute)
(sourced.ml.core.models.id2vec.Id2Vec attribute)
(sourced.ml.core.models.id_splitter.IdentifierSplitterBiLSTM attribute)
(sourced.ml.core.models.quant.QuantizationLevels attribute)
(sourced.ml.core.models.tensorflow.TensorFlowModel attribute)
(sourced.ml.core.models.topics.Topics attribute)
NAME_BREAKUP_KEEP_DELIMITERS_RE (sourced.ml.core.algorithms.token_parser.TokenParser attribute)
NAME_BREAKUP_RE (sourced.ml.core.algorithms.token_parser.TokenParser attribute)
NAMESPACE (sourced.ml.core.extractors.bags_extractor.BagsExtractor attribute)
(sourced.ml.core.extractors.BagsExtractor attribute)
(sourced.ml.core.extractors.ChildrenBagExtractor attribute)
(sourced.ml.core.extractors.GraphletBagExtractor attribute)
(sourced.ml.core.extractors.IdSequenceExtractor attribute)
(sourced.ml.core.extractors.IdentifierDistance attribute)
(sourced.ml.core.extractors.IdentifiersBagExtractor attribute)
(sourced.ml.core.extractors.LiteralsBagExtractor attribute)
(sourced.ml.core.extractors.UastRandomWalkBagExtractor attribute)
(sourced.ml.core.extractors.UastSeqBagExtractor attribute)
(sourced.ml.core.extractors.children.ChildrenBagExtractor attribute)
(sourced.ml.core.extractors.graphlets.GraphletBagExtractor attribute)
(sourced.ml.core.extractors.id_sequence.IdSequenceExtractor attribute)
(sourced.ml.core.extractors.identifier_distance.IdentifierDistance attribute)
(sourced.ml.core.extractors.identifiers.IdentifiersBagExtractor attribute)
(sourced.ml.core.extractors.literals.LiteralsBagExtractor attribute)
(sourced.ml.core.extractors.uast_random_walk.UastRandomWalkBagExtractor attribute)
(sourced.ml.core.extractors.uast_seq.UastSeqBagExtractor attribute)
ndocs (sourced.ml.core.extractors.bags_extractor.BagsExtractor attribute)
(sourced.ml.core.extractors.BagsExtractor attribute)
neighbours (sourced.ml.core.algorithms.uast_struct_to_bag.Node attribute)
Node (class in sourced.ml.core.algorithms.uast_struct_to_bag)
node2index (sourced.ml.core.algorithms.uast_struct_to_bag.Uast2StructBagBase attribute)
Node2InternalType (class in sourced.ml.core.algorithms.uast_struct_to_bag)
node2key() (sourced.ml.core.algorithms.Uast2GraphletBag method)
(sourced.ml.core.algorithms.Uast2QuantizedChildren method)
(sourced.ml.core.algorithms.uast_inttypes_to_graphlets.Uast2GraphletBag method)
(sourced.ml.core.algorithms.uast_inttypes_to_nodes.Uast2QuantizedChildren method)
(sourced.ml.core.algorithms.uast_to_bag.Uast2BagThroughSingleScan method)
NoopTokenParser (class in sourced.ml.core.algorithms.token_parser)
npartitions (sourced.ml.core.extractors.children.ChildrenBagExtractor attribute)
(sourced.ml.core.extractors.ChildrenBagExtractor attribute)
NUM_CHARS (in module sourced.ml.core.algorithms.id_splitter.nn_model)
O
OPERATOR (in module sourced.ml.core.utils.bblfsh_roles)
OPTS (sourced.ml.core.extractors.bags_extractor.BagsExtractor attribute)
(sourced.ml.core.extractors.BagsExtractor attribute)
(sourced.ml.core.extractors.ChildrenBagExtractor attribute)
(sourced.ml.core.extractors.Extractor attribute)
(sourced.ml.core.extractors.GraphletBagExtractor attribute)
(sourced.ml.core.extractors.IdSequenceExtractor attribute)
(sourced.ml.core.extractors.IdentifierDistance attribute)
(sourced.ml.core.extractors.IdentifiersBagExtractor attribute)
(sourced.ml.core.extractors.LiteralsBagExtractor attribute)
(sourced.ml.core.extractors.UastRandomWalkBagExtractor attribute)
(sourced.ml.core.extractors.UastSeqBagExtractor attribute)
(sourced.ml.core.extractors.bags_extractor.Extractor attribute)
(sourced.ml.core.extractors.children.ChildrenBagExtractor attribute)
(sourced.ml.core.extractors.graphlets.GraphletBagExtractor attribute)
(sourced.ml.core.extractors.id_sequence.IdSequenceExtractor attribute)
(sourced.ml.core.extractors.identifier_distance.IdentifierDistance attribute)
(sourced.ml.core.extractors.identifiers.IdentifiersBagExtractor attribute)
(sourced.ml.core.extractors.literals.LiteralsBagExtractor attribute)
(sourced.ml.core.extractors.uast_random_walk.UastRandomWalkBagExtractor attribute)
(sourced.ml.core.extractors.uast_seq.UastSeqBagExtractor attribute)
order (sourced.ml.core.models.ordered_df.OrderedDocumentFrequencies attribute)
(sourced.ml.core.models.OrderedDocumentFrequencies attribute)
OrderedDocumentFrequencies (class in sourced.ml.core.models)
(class in sourced.ml.core.models.ordered_df)
P
PickleableLogger (class in sourced.ml.core.utils)
(class in sourced.ml.core.utils.pickleable_logger)
precision() (in module sourced.ml.core.algorithms.id_splitter.nn_model)
precision_np() (in module sourced.ml.core.algorithms.id_splitter.pipeline)
prepare_callbacks() (in module sourced.ml.core.algorithms.id_splitter.pipeline)
prepare_devices() (in module sourced.ml.core.algorithms.id_splitter.nn_model)
prepare_features() (in module sourced.ml.core.algorithms.id_splitter.features)
prepare_input() (sourced.ml.core.models.id_splitter.IdentifierSplitterBiLSTM method)
prepare_input_emb() (in module sourced.ml.core.algorithms.id_splitter.nn_model)
prepare_starting_nodes() (sourced.ml.core.algorithms.uast_struct_to_bag.Uast2RandomWalks method)
present_embeddings() (in module sourced.ml.core.utils.projector)
process_token() (sourced.ml.core.algorithms.token_parser.NoopTokenParser method)
(sourced.ml.core.algorithms.token_parser.TokenParser method)
(sourced.ml.core.extractors.literals.HashedTokenParser method)
prune() (sourced.ml.core.models.df.DocumentFrequencies method)
(sourced.ml.core.models.DocumentFrequencies method)
(sourced.ml.core.models.OrderedDocumentFrequencies method)
(sourced.ml.core.models.ordered_df.OrderedDocumentFrequencies method)
Q
QUALIFIED (in module sourced.ml.core.utils.bblfsh_roles)
QuantizationLevels (class in sourced.ml.core.models)
(class in sourced.ml.core.models.quant)
quantize() (sourced.ml.core.algorithms.Uast2QuantizedChildren method)
(sourced.ml.core.algorithms.uast_inttypes_to_nodes.Uast2QuantizedChildren method)
(sourced.ml.core.extractors.ChildrenBagExtractor method)
(sourced.ml.core.extractors.children.ChildrenBagExtractor method)
quantize_unwrapped() (sourced.ml.core.algorithms.Uast2QuantizedChildren method)
(sourced.ml.core.algorithms.uast_inttypes_to_nodes.Uast2QuantizedChildren method)
R
random_walk() (sourced.ml.core.algorithms.uast_struct_to_bag.Uast2RandomWalks method)
read_identifiers() (in module sourced.ml.core.algorithms.id_splitter.features)
read_marginals_file() (in module sourced.ml.core.algorithms.swivel)
recall() (in module sourced.ml.core.algorithms.id_splitter.nn_model)
recall_np() (in module sourced.ml.core.algorithms.id_splitter.pipeline)
reconstruct() (sourced.ml.core.algorithms.token_parser.TokenParser static method)
register_extractor() (in module sourced.ml.core.extractors)
(in module sourced.ml.core.extractors.helpers)
register_metric() (in module sourced.ml.core.algorithms.id_splitter.nn_model)
report() (in module sourced.ml.core.algorithms.id_splitter.pipeline)
resolve() (sourced.ml.core.extractors.identifier_distance.IdentifierDistance.DistanceType static method)
(sourced.ml.core.extractors.IdentifierDistance.DistanceType static method)
RoleIdsExtractor (class in sourced.ml.core.extractors)
(class in sourced.ml.core.extractors.bags_extractor)
running (sourced.ml.core.utils.projector.CORSWebServer attribute)
S
save() (sourced.ml.core.models.BOW method)
(sourced.ml.core.models.bow.BOW method)
SEP (sourced.ml.core.algorithms.uast_struct_to_bag.Uast2StructBagBase attribute)
serve() (sourced.ml.core.utils.projector.CORSWebServer method)
set_random_seed() (in module sourced.ml.core.algorithms.id_splitter.pipeline)
sourced.ml.core (module)
sourced.ml.core.algorithms (module)
sourced.ml.core.algorithms.id_embedding (module)
sourced.ml.core.algorithms.id_splitter (module)
sourced.ml.core.algorithms.id_splitter.features (module)
sourced.ml.core.algorithms.id_splitter.nn_model (module)
sourced.ml.core.algorithms.id_splitter.pipeline (module)
sourced.ml.core.algorithms.swivel (module)
sourced.ml.core.algorithms.tf_idf (module)
sourced.ml.core.algorithms.token_parser (module)
sourced.ml.core.algorithms.uast_id_distance (module)
sourced.ml.core.algorithms.uast_ids_to_bag (module)
sourced.ml.core.algorithms.uast_inttypes_to_graphlets (module)
sourced.ml.core.algorithms.uast_inttypes_to_nodes (module)
sourced.ml.core.algorithms.uast_struct_to_bag (module)
sourced.ml.core.algorithms.uast_to_bag (module)
sourced.ml.core.algorithms.uast_to_id_sequence (module)
sourced.ml.core.algorithms.uast_to_role_id_pairs (module)
sourced.ml.core.extractors (module)
sourced.ml.core.extractors.bags_extractor (module)
sourced.ml.core.extractors.children (module)
sourced.ml.core.extractors.graphlets (module)
sourced.ml.core.extractors.helpers (module)
sourced.ml.core.extractors.id_sequence (module)
sourced.ml.core.extractors.identifier_distance (module)
sourced.ml.core.extractors.identifiers (module)
sourced.ml.core.extractors.literals (module)
sourced.ml.core.extractors.uast_random_walk (module)
sourced.ml.core.extractors.uast_seq (module)
sourced.ml.core.modelforgecfg (module)
sourced.ml.core.models (module)
sourced.ml.core.models.bow (module)
sourced.ml.core.models.coocc (module)
sourced.ml.core.models.df (module)
sourced.ml.core.models.id2vec (module)
sourced.ml.core.models.id_splitter (module)
sourced.ml.core.models.license (module)
sourced.ml.core.models.model_converters (module)
sourced.ml.core.models.model_converters.base (module)
sourced.ml.core.models.model_converters.merge_bow (module)
sourced.ml.core.models.model_converters.merge_df (module)
sourced.ml.core.models.ordered_df (module)
sourced.ml.core.models.quant (module)
sourced.ml.core.models.tensorflow (module)
sourced.ml.core.models.topics (module)
sourced.ml.core.utils (module)
sourced.ml.core.utils.bblfsh (module)
sourced.ml.core.utils.bblfsh_roles (module)
sourced.ml.core.utils.bigartm (module)
sourced.ml.core.utils.pickleable_logger (module)
sourced.ml.core.utils.projector (module)
split() (sourced.ml.core.algorithms.token_parser.TokenParser method)
(sourced.ml.core.models.id_splitter.IdentifierSplitterBiLSTM method)
split_batch() (sourced.ml.core.algorithms.token_parser.TokenParser method)
start() (sourced.ml.core.utils.projector.CORSWebServer method)
stem() (sourced.ml.core.algorithms.token_parser.TokenParser method)
STEM_THRESHOLD (sourced.ml.core.algorithms.token_parser.TokenParser attribute)
stem_threshold (sourced.ml.core.algorithms.token_parser.TokenParser attribute)
stop() (sourced.ml.core.utils.projector.CORSWebServer method)
str2ints() (in module sourced.ml.core.algorithms.id_splitter.pipeline)
SwivelModel (class in sourced.ml.core.algorithms.swivel)
T
TensorFlowModel (class in sourced.ml.core.models)
(class in sourced.ml.core.models.tensorflow)
token2index (sourced.ml.core.algorithms.uast_ids_to_bag.UastTokens2Bag attribute)
TOKEN_CAPITALIZED (sourced.ml.core.algorithms.token_parser.TokenStyle attribute)
TOKEN_LOWER (sourced.ml.core.algorithms.token_parser.TokenStyle attribute)
token_parser (sourced.ml.core.algorithms.uast_ids_to_bag.UastTokens2Bag attribute)
TOKEN_UPPER (sourced.ml.core.algorithms.token_parser.TokenStyle attribute)
TokenParser (class in sourced.ml.core.algorithms.token_parser)
tokens (sourced.ml.core.models.BOW attribute)
(sourced.ml.core.models.Cooccurrences attribute)
(sourced.ml.core.models.Id2Vec attribute)
(sourced.ml.core.models.Topics attribute)
(sourced.ml.core.models.bow.BOW attribute)
(sourced.ml.core.models.coocc.Cooccurrences attribute)
(sourced.ml.core.models.id2vec.Id2Vec attribute)
(sourced.ml.core.models.topics.Topics attribute)
tokens() (sourced.ml.core.models.df.DocumentFrequencies method)
(sourced.ml.core.models.DocumentFrequencies method)
(sourced.ml.core.models.OrderedDocumentFrequencies method)
(sourced.ml.core.models.ordered_df.OrderedDocumentFrequencies method)
TokenStyle (class in sourced.ml.core.algorithms.token_parser)
Topics (class in sourced.ml.core.models)
(class in sourced.ml.core.models.topics)
topics (sourced.ml.core.models.Topics attribute)
(sourced.ml.core.models.topics.Topics attribute)
Tree (sourced.ml.core.extractors.identifier_distance.IdentifierDistance.DistanceType attribute)
(sourced.ml.core.extractors.IdentifierDistance.DistanceType attribute)
U
Uast2BagBase (class in sourced.ml.core.algorithms.uast_to_bag)
Uast2BagThroughSingleScan (class in sourced.ml.core.algorithms.uast_to_bag)
Uast2GraphletBag (class in sourced.ml.core.algorithms)
(class in sourced.ml.core.algorithms.uast_inttypes_to_graphlets)
uast2graphlets() (sourced.ml.core.algorithms.Uast2GraphletBag method)
(sourced.ml.core.algorithms.uast_inttypes_to_graphlets.Uast2GraphletBag method)
Uast2IdDistance (class in sourced.ml.core.algorithms.uast_id_distance)
Uast2IdLineDistance (class in sourced.ml.core.algorithms)
(class in sourced.ml.core.algorithms.uast_id_distance)
Uast2IdSequence (class in sourced.ml.core.algorithms)
(class in sourced.ml.core.algorithms.uast_to_id_sequence)
Uast2IdTreeDistance (class in sourced.ml.core.algorithms)
(class in sourced.ml.core.algorithms.uast_id_distance)
Uast2QuantizedChildren (class in sourced.ml.core.algorithms)
(class in sourced.ml.core.algorithms.uast_inttypes_to_nodes)
Uast2RandomWalks (class in sourced.ml.core.algorithms.uast_struct_to_bag)
Uast2RoleIdPairs (class in sourced.ml.core.algorithms)
(class in sourced.ml.core.algorithms.uast_to_role_id_pairs)
uast2sequence() (in module sourced.ml.core.algorithms)
(in module sourced.ml.core.algorithms.uast_ids_to_bag)
Uast2StructBagBase (class in sourced.ml.core.algorithms.uast_struct_to_bag)
uast_to_bag() (sourced.ml.core.extractors.bags_extractor.BagsExtractor method)
(sourced.ml.core.extractors.BagsExtractor method)
(sourced.ml.core.extractors.GraphletBagExtractor method)
(sourced.ml.core.extractors.IdentifiersBagExtractor method)
(sourced.ml.core.extractors.LiteralsBagExtractor method)
(sourced.ml.core.extractors.UastRandomWalkBagExtractor method)
(sourced.ml.core.extractors.UastSeqBagExtractor method)
(sourced.ml.core.extractors.graphlets.GraphletBagExtractor method)
(sourced.ml.core.extractors.identifiers.IdentifiersBagExtractor method)
(sourced.ml.core.extractors.literals.LiteralsBagExtractor method)
(sourced.ml.core.extractors.uast_random_walk.UastRandomWalkBagExtractor method)
(sourced.ml.core.extractors.uast_seq.UastSeqBagExtractor method)
UastIds2Bag (class in sourced.ml.core.algorithms)
(class in sourced.ml.core.algorithms.uast_ids_to_bag)
UastRandomWalk2Bag (class in sourced.ml.core.algorithms)
(class in sourced.ml.core.algorithms.uast_struct_to_bag)
UastRandomWalkBagExtractor (class in sourced.ml.core.extractors)
(class in sourced.ml.core.extractors.uast_random_walk)
UastSeq2Bag (class in sourced.ml.core.algorithms)
(class in sourced.ml.core.algorithms.uast_struct_to_bag)
UastSeqBagExtractor (class in sourced.ml.core.extractors)
(class in sourced.ml.core.extractors.uast_seq)
UastTokens2Bag (class in sourced.ml.core.algorithms.uast_ids_to_bag)
use_nn (sourced.ml.core.algorithms.token_parser.TokenParser attribute)
V
VENDOR (in module sourced.ml.core.modelforgecfg)
(sourced.ml.core.models.BOW attribute)
(sourced.ml.core.models.Cooccurrences attribute)
(sourced.ml.core.models.DocumentFrequencies attribute)
(sourced.ml.core.models.Id2Vec attribute)
(sourced.ml.core.models.QuantizationLevels attribute)
(sourced.ml.core.models.TensorFlowModel attribute)
(sourced.ml.core.models.Topics attribute)
(sourced.ml.core.models.bow.BOW attribute)
(sourced.ml.core.models.coocc.Cooccurrences attribute)
(sourced.ml.core.models.df.DocumentFrequencies attribute)
(sourced.ml.core.models.id2vec.Id2Vec attribute)
(sourced.ml.core.models.id_splitter.IdentifierSplitterBiLSTM attribute)
(sourced.ml.core.models.quant.QuantizationLevels attribute)
(sourced.ml.core.models.tensorflow.TensorFlowModel attribute)
(sourced.ml.core.models.topics.Topics attribute)
W
wait() (in module sourced.ml.core.utils.projector)
web_server (in module sourced.ml.core.utils.projector)
write_embedding_tensor_to_disk() (in module sourced.ml.core.algorithms.swivel)
write_embeddings_to_disk() (in module sourced.ml.core.algorithms.swivel)
write_summary() (sourced.ml.core.algorithms.swivel.SwivelModel method)
X
XPATH (sourced.ml.core.algorithms.uast_ids_to_bag.UastIds2Bag attribute)
(sourced.ml.core.algorithms.UastIds2Bag attribute)
(sourced.ml.core.algorithms.uast_ids_to_bag.UastTokens2Bag attribute)
(sourced.ml.core.extractors.literals.Literals2Bag attribute)
sourced.ml.core
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