Navigation
index
modules
|
traveltimes_prediction documentation
»
Index
A
|
B
|
C
|
D
|
E
|
F
|
G
|
I
|
L
|
M
|
N
|
O
|
P
|
R
|
S
|
T
|
U
|
V
A
align_training_dataset() (traveltimes_prediction.data_processing.data_processor.DataProcessor static method)
all_models (in module traveltimes_prediction.configs.general_settings)
array_append() (in module traveltimes_prediction.support_files.helpers)
AVG_VELOCITY (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
B
BaseModel (class in traveltimes_prediction.models.base_model)
BCK_TT (class in traveltimes_prediction.data_processing.data_entities.bck_tt)
C
CALC_TIME (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
(traveltimes_prediction.support_files.fields_definitions.ColumnNamesRaw attribute)
(traveltimes_prediction.support_files.fields_definitions.ColumnNamesRawFiveMin attribute)
check_latest_referential_traveltime() (traveltimes_prediction.data_processing.db_interface.DBInterface method)
check_params() (in module traveltimes_prediction.support_files.helpers)
chunkify() (in module traveltimes_prediction.support_files.helpers)
ClusterModel (class in traveltimes_prediction.models.cluster_model)
ColumnNames (class in traveltimes_prediction.support_files.fields_definitions)
ColumnNamesRaw (class in traveltimes_prediction.support_files.fields_definitions)
ColumnNamesRawFiveMin (class in traveltimes_prediction.support_files.fields_definitions)
CombinedModel (class in traveltimes_prediction.models.combined_model)
compress() (in module traveltimes_prediction.support_files.helpers)
convert_params() (in module traveltimes_prediction.support_files.helpers)
COUNT (traveltimes_prediction.support_files.fields_definitions.ColumnNamesRawFiveMin attribute)
create_model() (in module traveltimes_prediction.models.create_model)
D
DATA_AGGREGATION_FAILED (traveltimes_prediction.support_files.fields_definitions.MessageCodes attribute)
DATA_NOT_IN_DB (traveltimes_prediction.support_files.fields_definitions.MessageCodes attribute)
DataEntity (class in traveltimes_prediction.data_processing.data_entities.data_entity)
dataframe_append() (in module traveltimes_prediction.support_files.helpers)
DataNotInDatabaseException
DataProcessor (class in traveltimes_prediction.data_processing.data_processor)
DBInterface (class in traveltimes_prediction.data_processing.db_interface)
DBScanWrapper (class in traveltimes_prediction.models.algorithms.dbscan_wrapper)
decompress() (in module traveltimes_prediction.support_files.helpers)
DET1 (class in traveltimes_prediction.data_processing.data_entities.det1)
DET2 (class in traveltimes_prediction.data_processing.data_entities.det2)
dump() (traveltimes_prediction.models.algorithms.dbscan_wrapper.DBScanWrapper method)
(traveltimes_prediction.models.algorithms.elastic_net_wrapper.ElasticNetWrapper method)
(traveltimes_prediction.models.algorithms.linear_regression_wrapper.LinearRegressionWrapper method)
(traveltimes_prediction.models.algorithms.mbkmeans_wrapper.MBKMeansWrapper method)
(traveltimes_prediction.models.algorithms.ridge_wrapper.RidgeWrapper method)
(traveltimes_prediction.models.algorithms.svr_wrapper.SVRWrapper method)
(traveltimes_prediction.models.base_model.BaseModel method)
(traveltimes_prediction.models.cluster_model.ClusterModel method)
(traveltimes_prediction.models.combined_model.CombinedModel method)
(traveltimes_prediction.models.time_domain_model.TimeDomainModel method)
dumped_features_path (in module traveltimes_prediction.configs.general_settings)
E
ElasticNetWrapper (class in traveltimes_prediction.models.algorithms.elastic_net_wrapper)
empty() (traveltimes_prediction.support_files.extrapolating_cache.ExtrapolatingCache method)
engineer_features() (traveltimes_prediction.data_processing.data_entities.data_entity.DataEntity method)
(traveltimes_prediction.data_processing.data_entities.time.TIME method)
ExtrapolatingCache (class in traveltimes_prediction.support_files.extrapolating_cache)
F
FEAT_DAY (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
FEAT_det1_COUNT (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
FEAT_det1_OCCUPANCY (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
FEAT_det1_VELOCITY (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
FEAT_det2_COUNT (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
FEAT_FRIDAY (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
FEAT_MONDAY (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
FEAT_THURSDAY (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
FEAT_TIME (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
FEAT_TIME_BIN (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
FEAT_TT_BCK (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
FEAT_TT_MATCH (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
FEAT_TT_UNMATCHED (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
FEAT_TUESDAY (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
FEAT_WEDNESDAY (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
FEAT_WEEKEND (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
FEATURE_ENGINEERING_FAILED (traveltimes_prediction.support_files.fields_definitions.MessageCodes attribute)
fit() (traveltimes_prediction.models.algorithms.dbscan_wrapper.DBScanWrapper method)
(traveltimes_prediction.models.algorithms.elastic_net_wrapper.ElasticNetWrapper method)
(traveltimes_prediction.models.algorithms.linear_regression_wrapper.LinearRegressionWrapper method)
(traveltimes_prediction.models.algorithms.mbkmeans_wrapper.MBKMeansWrapper method)
(traveltimes_prediction.models.algorithms.ridge_wrapper.RidgeWrapper method)
(traveltimes_prediction.models.algorithms.svr_wrapper.SVRWrapper method)
(traveltimes_prediction.models.base_model.BaseModel method)
(traveltimes_prediction.models.cluster_model.ClusterModel method)
(traveltimes_prediction.models.combined_model.CombinedModel method)
(traveltimes_prediction.models.time_domain_model.TimeDomainModel method)
G
get() (traveltimes_prediction.support_files.extrapolating_cache.ExtrapolatingCache method)
get_data() (traveltimes_prediction.data_processing.data_entities.bck_tt.BCK_TT method)
(traveltimes_prediction.data_processing.data_entities.data_entity.DataEntity method)
(traveltimes_prediction.data_processing.data_entities.ref_tt.REF_TT method)
(traveltimes_prediction.data_processing.data_entities.time.TIME method)
get_features() (traveltimes_prediction.data_processing.data_processor.DataProcessor method)
get_last_timestamp() (traveltimes_prediction.data_processing.db_interface.DBInterface method)
get_model_params() (traveltimes_prediction.data_processing.db_interface.DBInterface method)
get_referential_data() (traveltimes_prediction.data_processing.data_processor.DataProcessor method)
I
impute() (in module traveltimes_prediction.support_files.helpers)
index() (in module traveltimes_prediction.support_files.helpers)
InvalidArgumentException
L
launch_prediction() (traveltimes_prediction.interface.prediction_manager.PredictionManager method)
LinearRegressionWrapper (class in traveltimes_prediction.models.algorithms.linear_regression_wrapper)
load() (traveltimes_prediction.models.algorithms.dbscan_wrapper.DBScanWrapper static method)
(traveltimes_prediction.models.algorithms.elastic_net_wrapper.ElasticNetWrapper static method)
(traveltimes_prediction.models.algorithms.linear_regression_wrapper.LinearRegressionWrapper static method)
(traveltimes_prediction.models.algorithms.mbkmeans_wrapper.MBKMeansWrapper static method)
(traveltimes_prediction.models.algorithms.ridge_wrapper.RidgeWrapper static method)
(traveltimes_prediction.models.algorithms.svr_wrapper.SVRWrapper static method)
(traveltimes_prediction.models.base_model.BaseModel static method)
(traveltimes_prediction.models.cluster_model.ClusterModel static method)
(traveltimes_prediction.models.combined_model.CombinedModel static method)
(traveltimes_prediction.models.time_domain_model.TimeDomainModel static method)
load_model() (traveltimes_prediction.data_processing.db_interface.DBInterface method)
LP_COUNT (traveltimes_prediction.support_files.fields_definitions.ColumnNamesRawFiveMin attribute)
LP_FULL_ENC (traveltimes_prediction.support_files.fields_definitions.ColumnNamesRaw attribute)
M
max_traveltime (in module traveltimes_prediction.configs.general_settings)
MBKMeansWrapper (class in traveltimes_prediction.models.algorithms.mbkmeans_wrapper)
merge_inner_lists() (in module traveltimes_prediction.support_files.helpers)
merge_to_nearest() (in module traveltimes_prediction.support_files.helpers)
MessageCodes (class in traveltimes_prediction.support_files.fields_definitions)
MODEL_NOT_IN_DB (traveltimes_prediction.support_files.fields_definitions.MessageCodes attribute)
model_timestamp() (traveltimes_prediction.data_processing.db_interface.DBInterface method)
model_translator() (in module traveltimes_prediction.models.create_model)
MyQueue (class in traveltimes_prediction.support_files.my_queue)
N
name (traveltimes_prediction.models.algorithms.dbscan_wrapper.DBScanWrapper attribute)
(traveltimes_prediction.models.algorithms.elastic_net_wrapper.ElasticNetWrapper attribute)
(traveltimes_prediction.models.algorithms.linear_regression_wrapper.LinearRegressionWrapper attribute)
(traveltimes_prediction.models.algorithms.mbkmeans_wrapper.MBKMeansWrapper attribute)
(traveltimes_prediction.models.algorithms.ridge_wrapper.RidgeWrapper attribute)
(traveltimes_prediction.models.algorithms.svr_wrapper.SVRWrapper attribute)
(traveltimes_prediction.models.base_model.BaseModel attribute)
(traveltimes_prediction.models.cluster_model.ClusterModel attribute)
(traveltimes_prediction.models.combined_model.CombinedModel attribute)
(traveltimes_prediction.models.time_domain_model.TimeDomainModel attribute)
NORM_COUNT (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
O
OCCUPANCY (traveltimes_prediction.support_files.fields_definitions.ColumnNamesRawFiveMin attribute)
OUTPUT_SECTION (traveltimes_prediction.support_files.fields_definitions.ColumnNamesRawFiveMin attribute)
P
params_converter() (in module traveltimes_prediction.models.create_model)
partition_interval() (in module traveltimes_prediction.support_files.helpers)
predict() (traveltimes_prediction.interface.section_interface.SectionInterface method)
(traveltimes_prediction.models.algorithms.dbscan_wrapper.DBScanWrapper method)
(traveltimes_prediction.models.algorithms.elastic_net_wrapper.ElasticNetWrapper method)
(traveltimes_prediction.models.algorithms.linear_regression_wrapper.LinearRegressionWrapper method)
(traveltimes_prediction.models.algorithms.mbkmeans_wrapper.MBKMeansWrapper method)
(traveltimes_prediction.models.algorithms.ridge_wrapper.RidgeWrapper method)
(traveltimes_prediction.models.algorithms.svr_wrapper.SVRWrapper method)
(traveltimes_prediction.models.base_model.BaseModel method)
(traveltimes_prediction.models.cluster_model.ClusterModel method)
(traveltimes_prediction.models.combined_model.CombinedModel method)
(traveltimes_prediction.models.time_domain_model.TimeDomainModel method)
prediction_first_run_offset (in module traveltimes_prediction.configs.general_settings)
prediction_interval_seconds (in module traveltimes_prediction.configs.general_settings)
PREDICTION_SUCCESSFUL (traveltimes_prediction.support_files.fields_definitions.MessageCodes attribute)
PREDICTION_UNSUCCESSFUL (traveltimes_prediction.support_files.fields_definitions.MessageCodes attribute)
PredictionManager (class in traveltimes_prediction.interface.prediction_manager)
prepare_training_data() (traveltimes_prediction.interface.training_manager.TrainingManager method)
process_data() (traveltimes_prediction.data_processing.data_entities.bck_tt.BCK_TT method)
(traveltimes_prediction.data_processing.data_entities.data_entity.DataEntity method)
(traveltimes_prediction.data_processing.data_entities.ref_tt.REF_TT method)
(traveltimes_prediction.data_processing.data_entities.time.TIME method)
push() (traveltimes_prediction.support_files.my_queue.MyQueue method)
put() (traveltimes_prediction.support_files.extrapolating_cache.ExtrapolatingCache method)
R
real_tt_calculator_path (in module traveltimes_prediction.configs.general_settings)
REF_TT (class in traveltimes_prediction.data_processing.data_entities.ref_tt)
RESULT_EXTRAPOLATED (traveltimes_prediction.support_files.fields_definitions.MessageCodes attribute)
RidgeWrapper (class in traveltimes_prediction.models.algorithms.ridge_wrapper)
S
save_model() (traveltimes_prediction.data_processing.db_interface.DBInterface method)
save_prediction_result() (traveltimes_prediction.data_processing.db_interface.DBInterface method)
SectionInterface (class in traveltimes_prediction.interface.section_interface)
sections_to_maintain (in module traveltimes_prediction.configs.sections_settings)
SENSOR_DET1 (traveltimes_prediction.configs.sections_settings.SENSOR_TYPE attribute)
SENSOR_DET2 (traveltimes_prediction.configs.sections_settings.SENSOR_TYPE attribute)
SENSOR_NAME (traveltimes_prediction.support_files.fields_definitions.ColumnNamesRaw attribute)
(traveltimes_prediction.support_files.fields_definitions.ColumnNamesRawFiveMin attribute)
SENSOR_TYPE (class in traveltimes_prediction.configs.sections_settings)
subtract_time_intervals() (in module traveltimes_prediction.support_files.helpers)
SVRWrapper (class in traveltimes_prediction.models.algorithms.svr_wrapper)
T
TIME (class in traveltimes_prediction.data_processing.data_entities.time)
TimeDomainModel (class in traveltimes_prediction.models.time_domain_model)
TOO_HIGH_TRAVELTIME (traveltimes_prediction.support_files.fields_definitions.MessageCodes attribute)
TOTAL_OCCUPANCY (traveltimes_prediction.support_files.fields_definitions.ColumnNames attribute)
train() (traveltimes_prediction.interface.training_manager.TrainingManager method)
training_data_interval (in module traveltimes_prediction.configs.general_settings)
training_interval_seconds (in module traveltimes_prediction.configs.general_settings)
training_loop() (traveltimes_prediction.interface.training_manager.TrainingManager method)
TrainingManager (class in traveltimes_prediction.interface.training_manager)
traveltimes_prediction (module)
traveltimes_prediction.configs (module)
traveltimes_prediction.configs.db_settings (module)
traveltimes_prediction.configs.general_settings (module)
traveltimes_prediction.configs.sections_settings (module)
traveltimes_prediction.data_processing (module)
traveltimes_prediction.data_processing.data_entities (module)
traveltimes_prediction.data_processing.data_entities.bck_tt (module)
traveltimes_prediction.data_processing.data_entities.data_entity (module)
traveltimes_prediction.data_processing.data_entities.det1 (module)
traveltimes_prediction.data_processing.data_entities.det2 (module)
traveltimes_prediction.data_processing.data_entities.ref_tt (module)
traveltimes_prediction.data_processing.data_entities.time (module)
traveltimes_prediction.data_processing.data_processor (module)
traveltimes_prediction.data_processing.db_interface (module)
traveltimes_prediction.data_processing.feature_engineering (module)
traveltimes_prediction.interface (module)
traveltimes_prediction.interface.prediction_manager (module)
traveltimes_prediction.interface.section_interface (module)
traveltimes_prediction.interface.training_manager (module)
traveltimes_prediction.models (module)
traveltimes_prediction.models.algorithms (module)
traveltimes_prediction.models.algorithms.dbscan_wrapper (module)
traveltimes_prediction.models.algorithms.elastic_net_wrapper (module)
traveltimes_prediction.models.algorithms.linear_regression_wrapper (module)
traveltimes_prediction.models.algorithms.mbkmeans_wrapper (module)
traveltimes_prediction.models.algorithms.ridge_wrapper (module)
traveltimes_prediction.models.algorithms.svr_wrapper (module)
traveltimes_prediction.models.base_model (module)
traveltimes_prediction.models.cluster_model (module)
traveltimes_prediction.models.combined_model (module)
traveltimes_prediction.models.create_model (module)
traveltimes_prediction.models.time_domain_model (module)
traveltimes_prediction.support_files (module)
traveltimes_prediction.support_files.exceptions (module)
traveltimes_prediction.support_files.exceptions.data_not_in_database_exception (module)
traveltimes_prediction.support_files.exceptions.invalid_argument_exception (module)
traveltimes_prediction.support_files.exceptions.unexpected_input_format_exception (module)
traveltimes_prediction.support_files.extrapolating_cache (module)
traveltimes_prediction.support_files.fields_definitions (module)
traveltimes_prediction.support_files.helpers (module)
traveltimes_prediction.support_files.my_queue (module)
TT_CALCULATED (traveltimes_prediction.support_files.fields_definitions.ColumnNamesRaw attribute)
(traveltimes_prediction.support_files.fields_definitions.ColumnNamesRawFiveMin attribute)
TT_LP_MATCH (traveltimes_prediction.support_files.fields_definitions.ColumnNamesRaw attribute)
TT_LP_UNMATCHED (traveltimes_prediction.support_files.fields_definitions.ColumnNamesRaw attribute)
TT_REAL (traveltimes_prediction.support_files.fields_definitions.ColumnNamesRawFiveMin attribute)
U
UnexpectedInputFormatException
V
VELOCITY (traveltimes_prediction.support_files.fields_definitions.ColumnNamesRawFiveMin attribute)
Quick search
Navigation
index
modules
|
traveltimes_prediction documentation
»