Index

_

_committee (acton.predictors.Committee attribute) _db (acton.database.ASCIIReader attribute) (acton.labellers.DatabaseLabeller attribute) (acton.predictors.Committee attribute) (acton.predictors.GPClassifier attribute) _db_filepath (acton.database.ASCIIReader attribute) _df (acton.database.PandasReader attribute) _h5_file (acton.database.HDF5Database attribute) (acton.database.HDF5Reader attribute) (acton.database.ManagedHDF5Database attribute)

_hdulist (acton.database.FITSReader attribute) _is_multidimensional (acton.database.HDF5Reader attribute) _reference_predictor (acton.predictors.Committee attribute) _sync_attrs (acton.database.ManagedHDF5Database attribute) _table (acton.labellers.ASCIITableLabeller attribute) _tempdir (acton.database.ASCIIReader attribute)

A

acton (module) acton.acton (module) acton.cli (module) acton.database (module) acton.kde_predictor (module) acton.labellers (module) acton.plot (module) acton.predictors (module)

acton.proto (module) acton.proto.acton_pb2 (module) acton.proto.io (module) acton.proto.wrappers (module) acton.recommenders (module) ASCIIReader (class in acton.database) ASCIITableLabeller (class in acton.labellers) AveragePredictions() (in module acton.predictors)

C

choose_boltzmann() (in module acton.recommenders)

choose_mmr() (in module acton.recommenders) Committee (class in acton.predictors)

D

Database (class in acton.database) DatabaseLabeller (class in acton.labellers) DB (acton.proto.wrappers.LabelPool attribute) (acton.proto.wrappers.Predictions attribute) (acton.proto.wrappers.Recommendations attribute) db_kwargs (acton.proto.wrappers.LabelPool attribute) (acton.proto.wrappers.Predictions attribute) (acton.proto.wrappers.Recommendations attribute)

deserialise() (acton.proto.wrappers.LabelPool class method) (acton.proto.wrappers.Predictions class method) (acton.proto.wrappers.Recommendations class method) deserialise_encoder() (in module acton.proto.wrappers) draw() (in module acton.acton)

E

encode_labels (acton.database.ASCIIReader attribute) (acton.database.FITSReader attribute) (acton.database.HDF5Reader attribute) (acton.database.PandasReader attribute)

EntropyRecommender (class in acton.recommenders)

F

feature_cols (acton.database.ASCIIReader attribute) (acton.database.FITSReader attribute) (acton.database.HDF5Reader attribute) (acton.database.PandasReader attribute) feature_dtype (acton.database.ManagedHDF5Database attribute) fit() (acton.kde_predictor.KDEClassifier method) (acton.predictors.Committee method) (acton.predictors.GPClassifier method) (acton.predictors.Predictor method)

FITSReader (class in acton.database) from_class() (in module acton.predictors) from_instance() (in module acton.predictors)

G

GeneratedProtocolMessageType() (in module acton.proto.io) get_DB() (in module acton.acton) get_known_instance_ids() (acton.database.ASCIIReader method) (acton.database.Database method) (acton.database.FITSReader method) (acton.database.HDF5Reader method) (acton.database.ManagedHDF5Database method) (acton.database.PandasReader method)

get_known_labeller_ids() (acton.database.ASCIIReader method) (acton.database.Database method) (acton.database.FITSReader method) (acton.database.HDF5Reader method) (acton.database.ManagedHDF5Database method) (acton.database.PandasReader method) get_ndarray() (in module acton.proto.io) GPClassifier (class in acton.predictors)

H

HDF5Database (class in acton.database)

HDF5Reader (class in acton.database) hdu_index (acton.database.FITSReader attribute)

I

id_col (acton.labellers.ASCIITableLabeller attribute)

ids (acton.proto.wrappers.LabelPool attribute)

K

KDEClassifier (class in acton.kde_predictor)

L

label() (in module acton.acton) label_col (acton.database.ASCIIReader attribute) (acton.database.FITSReader attribute) (acton.database.HDF5Reader attribute) (acton.database.PandasReader attribute) (acton.labellers.ASCIITableLabeller attribute) label_dtype (acton.database.ManagedHDF5Database attribute) label_encoder (acton.database.ASCIIReader attribute) (acton.database.FITSReader attribute) (acton.database.HDF5Reader attribute) (acton.database.PandasReader attribute) (acton.predictors.GPClassifier attribute) (acton.proto.wrappers.LabelPool attribute) (acton.proto.wrappers.Predictions attribute) (acton.proto.wrappers.Recommendations attribute)

labelled_ids (acton.proto.wrappers.Predictions attribute) (acton.proto.wrappers.Recommendations attribute) Labeller (class in acton.labellers) LabelPool (class in acton.proto.wrappers) labels (acton.proto.wrappers.LabelPool attribute) lines_from_stdin() (in module acton.cli)

M

main() (in module acton.acton) make() (acton.proto.wrappers.LabelPool class method) (acton.proto.wrappers.Predictions class method) (acton.proto.wrappers.Recommendations class method)

ManagedHDF5Database (class in acton.database) MarginRecommender (class in acton.recommenders) max_id_length (acton.database.ASCIIReader attribute) max_iters (acton.predictors.GPClassifier attribute) model_ (acton.predictors.GPClassifier attribute)

N

n_classifiers (acton.predictors.Committee attribute) n_features (acton.database.ASCIIReader attribute) (acton.database.FITSReader attribute) (acton.database.HDF5Reader attribute) (acton.database.PandasReader attribute) n_instances (acton.database.ASCIIReader attribute) (acton.database.FITSReader attribute) (acton.database.HDF5Reader attribute) (acton.database.PandasReader attribute)

n_labels (acton.database.ASCIIReader attribute) (acton.database.FITSReader attribute) (acton.database.HDF5Reader attribute) (acton.database.PandasReader attribute)

P

PandasReader (class in acton.database) path (acton.database.ASCIIReader attribute) (acton.database.FITSReader attribute) (acton.database.HDF5Database attribute) (acton.database.HDF5Reader attribute) (acton.database.ManagedHDF5Database attribute) (acton.database.PandasReader attribute) (acton.labellers.ASCIITableLabeller attribute) plot() (in module acton.plot) predict() (acton.kde_predictor.KDEClassifier method) (acton.predictors.Committee method) (acton.predictors.GPClassifier method) (acton.predictors.Predictor method) (in module acton.acton)

predict_proba() (acton.kde_predictor.KDEClassifier method) predicted_ids (acton.proto.wrappers.Predictions attribute) prediction_type (acton.predictors.Predictor attribute), [1] predictions (acton.proto.wrappers.Predictions attribute) Predictions (class in acton.proto.wrappers) Predictor (class in acton.predictors) product() (in module acton.database) proto (acton.proto.wrappers.LabelPool attribute) (acton.proto.wrappers.Predictions attribute) (acton.proto.wrappers.Recommendations attribute)

Q

QBCRecommender (class in acton.recommenders) query() (acton.labellers.ASCIITableLabeller method) (acton.labellers.DatabaseLabeller method) (acton.labellers.Labeller method)

R

RandomRecommender (class in acton.recommenders) read_binary() (in module acton.cli) read_bytes_from_buffer() (in module acton.cli) read_features() (acton.database.ASCIIReader method) (acton.database.Database method) (acton.database.FITSReader method) (acton.database.HDF5Reader method) (acton.database.ManagedHDF5Database method) (acton.database.PandasReader method) read_labels() (acton.database.ASCIIReader method) (acton.database.Database method) (acton.database.FITSReader method) (acton.database.HDF5Reader method) (acton.database.ManagedHDF5Database method) (acton.database.PandasReader method)

read_metadata() (in module acton.proto.io) read_proto() (in module acton.proto.io) read_protos() (in module acton.proto.io) recommend() (acton.recommenders.EntropyRecommender method) (acton.recommenders.MarginRecommender method) (acton.recommenders.QBCRecommender method) (acton.recommenders.RandomRecommender method) (acton.recommenders.Recommender method) (acton.recommenders.UncertaintyRecommender method) (in module acton.acton) recommendations (acton.proto.wrappers.Recommendations attribute) Recommendations (class in acton.proto.wrappers) Recommender (class in acton.recommenders) reference_predict() (acton.predictors.Committee method) (acton.predictors.GPClassifier method) (acton.predictors.Predictor method)

S

serialise_encoder() (in module acton.database)

simulate_active_learning() (in module acton.acton) subset_size (acton.predictors.Committee attribute)

T

to_proto() (acton.database.ASCIIReader method) (acton.database.Database method) (acton.database.FITSReader method) (acton.database.HDF5Reader method) (acton.database.ManagedHDF5Database method) (acton.database.PandasReader method)

try_pandas() (in module acton.acton)

U

UncertaintyRecommender (class in acton.recommenders)

V

validate_db() (in module acton.proto.wrappers)

validate_predictor() (in module acton.acton) validate_recommender() (in module acton.acton)

W

write_binary() (in module acton.cli) write_features() (acton.database.ASCIIReader method) (acton.database.Database method) (acton.database.FITSReader method) (acton.database.HDF5Reader method) (acton.database.ManagedHDF5Database method) (acton.database.PandasReader method)

write_labels() (acton.database.ASCIIReader method) (acton.database.Database method) (acton.database.FITSReader method) (acton.database.HDF5Reader method) (acton.database.ManagedHDF5Database method) (acton.database.PandasReader method) write_proto() (in module acton.proto.io) write_protos() (in module acton.proto.io)