pipeline
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Johnson County Early Intervention System
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Data extraction and cleaning
The Pipeline: Feature building, modeling, and evaluation
pipeline
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A
add_labels_to_feature_sets() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
Age (class in pipeline.preprocessing.features.person)
AgeDiscrete (class in pipeline.preprocessing.features.person)
AgeFirstInteractionPublicService (class in pipeline.preprocessing.features.person)
AgeFirstInteractionPublicServiceDiscrete (class in pipeline.preprocessing.features.person)
AgeFirstInteractionPublicServiceInYears (class in pipeline.preprocessing.features.person)
AgeLastInteractionPublicService (class in pipeline.preprocessing.features.person)
AgeLastInteractionPublicServiceDiscrete (class in pipeline.preprocessing.features.person)
AgeLastInteractionPublicServiceInYears (class in pipeline.preprocessing.features.person)
AgeYears (class in pipeline.preprocessing.features.person)
ArrestingAgencyCount (class in pipeline.preprocessing.features.jimsfeatures)
AvgBailAmount (class in pipeline.preprocessing.features.jimsfeatures)
AvgDaysBetweenEvents (class in pipeline.preprocessing.features.miscfeatures)
AvgIntervalFromInAndDisposition (class in pipeline.preprocessing.features.rsifeatures)
B
BailedOutCount (class in pipeline.preprocessing.features.jimsfeatures)
BailTypeCount (class in pipeline.preprocessing.features.jimsfeatures)
BookingBooking182 (class in pipeline.preprocessing.features.seqfeatures)
BookingBooking365 (class in pipeline.preprocessing.features.seqfeatures)
BookingBooking730 (class in pipeline.preprocessing.features.seqfeatures)
BookingBooking90 (class in pipeline.preprocessing.features.seqfeatures)
BookingBookingBooking182 (class in pipeline.preprocessing.features.seqfeatures)
BookingBookingBooking365 (class in pipeline.preprocessing.features.seqfeatures)
BookingBookingBooking730 (class in pipeline.preprocessing.features.seqfeatures)
BookingBookingBookingBooking365 (class in pipeline.preprocessing.features.seqfeatures)
BookingBookingBookingBooking730 (class in pipeline.preprocessing.features.seqfeatures)
BookingBookingEms365 (class in pipeline.preprocessing.features.seqfeatures)
BookingBookingMh365 (class in pipeline.preprocessing.features.seqfeatures)
BookingEms182 (class in pipeline.preprocessing.features.seqfeatures)
BookingEms30 (class in pipeline.preprocessing.features.seqfeatures)
BookingEms365 (class in pipeline.preprocessing.features.seqfeatures)
BookingEms7 (class in pipeline.preprocessing.features.seqfeatures)
BookingEms730 (class in pipeline.preprocessing.features.seqfeatures)
BookingEms90 (class in pipeline.preprocessing.features.seqfeatures)
BookingEmsBooking182 (class in pipeline.preprocessing.features.seqfeatures)
BookingEmsBooking365 (class in pipeline.preprocessing.features.seqfeatures)
BookingEmsBooking730 (class in pipeline.preprocessing.features.seqfeatures)
BookingEmsEms365 (class in pipeline.preprocessing.features.seqfeatures)
BookingMh182 (class in pipeline.preprocessing.features.seqfeatures)
BookingMh730 (class in pipeline.preprocessing.features.seqfeatures)
BookingMhBooking365 (class in pipeline.preprocessing.features.seqfeatures)
C
CaseTypeCount (class in pipeline.preprocessing.features.jimsfeatures)
chunker() (in module pipeline.modeling.feature_model_grabber)
(in module pipeline.preprocessing.feature_table_builder)
combine_models_labels_features() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
compile_results() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
compute_confusion_matrix() (pipeline.modeling.models.Model method)
ConfigError (class in pipeline.modeling.models)
connect_to_s3() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
convert_categorical() (in module pipeline.preprocessing.feature_processor)
count_vals_column_for_id() (in module pipeline.queries.basicqueries)
CountOfEms (class in pipeline.preprocessing.features.emsfeatures)
CountOfJims (class in pipeline.preprocessing.features.jimsfeatures)
CountOfMentalHealth (class in pipeline.preprocessing.features.mentalhealthfeatures)
CountOfRSI (class in pipeline.preprocessing.features.rsifeatures)
csv_to_database() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
CurrentChargesCoarseFinding (class in pipeline.preprocessing.features.jimsfeatures)
CurrentChargesDrugOffense (class in pipeline.preprocessing.features.jimsfeatures)
CurrentChargesFelonyOrMisdemeanor (class in pipeline.preprocessing.features.jimsfeatures)
CurrentChargesFindingTrialOccurred (class in pipeline.preprocessing.features.jimsfeatures)
CurrentChargesFoundOrPleadGuilty (class in pipeline.preprocessing.features.jimsfeatures)
D
dataframe_merge() (in module pipeline.preprocessing.feature_table_builder)
define_model() (pipeline.modeling.models.Model method)
Destination (class in pipeline.preprocessing.features.emsfeatures)
Diagnoses (class in pipeline.preprocessing.features.mentalhealthfeatures)
DifferentResidenceOfCityRecorded (class in pipeline.preprocessing.features.emsfeatures)
Discharge (class in pipeline.preprocessing.features.mentalhealthfeatures)
E
EmsBooking182 (class in pipeline.preprocessing.features.seqfeatures)
EmsBooking30 (class in pipeline.preprocessing.features.seqfeatures)
EmsBooking365 (class in pipeline.preprocessing.features.seqfeatures)
EmsBooking730 (class in pipeline.preprocessing.features.seqfeatures)
EmsBookingBooking365 (class in pipeline.preprocessing.features.seqfeatures)
EmsBookingEms182 (class in pipeline.preprocessing.features.seqfeatures)
EmsBookingEms365 (class in pipeline.preprocessing.features.seqfeatures)
EmsEms182 (class in pipeline.preprocessing.features.seqfeatures)
EmsEms30 (class in pipeline.preprocessing.features.seqfeatures)
EmsEms365 (class in pipeline.preprocessing.features.seqfeatures)
EmsEms7 (class in pipeline.preprocessing.features.seqfeatures)
EmsEms730 (class in pipeline.preprocessing.features.seqfeatures)
EmsEms90 (class in pipeline.preprocessing.features.seqfeatures)
EmsEmsBooking365 (class in pipeline.preprocessing.features.seqfeatures)
EmsEmsEms182 (class in pipeline.preprocessing.features.seqfeatures)
EmsEmsEms30 (class in pipeline.preprocessing.features.seqfeatures)
EmsEmsEms365 (class in pipeline.preprocessing.features.seqfeatures)
EmsEmsEms90 (class in pipeline.preprocessing.features.seqfeatures)
EmsEmsEmsEms182 (class in pipeline.preprocessing.features.seqfeatures)
EmsEmsEmsEms365 (class in pipeline.preprocessing.features.seqfeatures)
EmsEmsEmsEms90 (class in pipeline.preprocessing.features.seqfeatures)
EmsEmsMh90 (class in pipeline.preprocessing.features.seqfeatures)
EmsMh182 (class in pipeline.preprocessing.features.seqfeatures)
EmsMh365 (class in pipeline.preprocessing.features.seqfeatures)
EmsMh90 (class in pipeline.preprocessing.features.seqfeatures)
EverHomelessness (class in pipeline.preprocessing.features.emsfeatures)
export_data_table() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
export_metadata() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
extract_train_x() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
F
feature_name_grabber() (in module pipeline.preprocessing.feature_processor)
FeatureGrabber (class in pipeline.preprocessing.feature_processor)
FeatureModelGrabber (class in pipeline.modeling.feature_model_grabber)
full_table_retrieval() (in module pipeline.queries.basicqueries)
G
Gender (class in pipeline.preprocessing.features.person)
generate_fake_todays() (in module pipeline.preprocessing.feature_table_builder)
generate_feature_group() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
generate_feature_group_combinations() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
generate_feature_list() (in module pipeline.preprocessing.feature_table_builder)
generate_feature_table() (in module pipeline.preprocessing.feature_table_builder)
generate_model_parameter_list() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
generate_uuid() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
get_data() (pipeline.modeling.models.Model method)
get_feature_importance() (pipeline.modeling.models.Model method)
get_feature_sets() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
get_labels() (pipeline.preprocessing.feature_table_builder.Labeller method)
get_test_data() (pipeline.modeling.models.Model method)
get_training_data() (pipeline.modeling.models.Model method)
getFeature() (pipeline.preprocessing.feature_processor.FeatureGrabber method)
H
Homelessness (class in pipeline.preprocessing.features.emsfeatures)
I
ImportantDiagnoses (class in pipeline.preprocessing.features.mentalhealthfeatures)
imputation_zero() (in module pipeline.preprocessing.feature_processor)
IntersectionsPublicService (class in pipeline.preprocessing.features.miscfeatures)
iterate_train_test() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
L
label_feature_producer() (in module pipeline.preprocessing.feature_table_builder)
Labeller (class in pipeline.preprocessing.feature_table_builder)
LastMonthAvgBailAmount (class in pipeline.preprocessing.features.jimsfeatures)
LastMonthBailTypeCount (class in pipeline.preprocessing.features.jimsfeatures)
LastMonthCaseTypeCount (class in pipeline.preprocessing.features.jimsfeatures)
LastMonthEmsCount (class in pipeline.preprocessing.features.emsfeatures)
LastMonthJimsCount (class in pipeline.preprocessing.features.jimsfeatures)
LastMonthMhCount (class in pipeline.preprocessing.features.mentalhealthfeatures)
LastWeekAvgBailAmount (class in pipeline.preprocessing.features.jimsfeatures)
LastWeekBailTypeCount (class in pipeline.preprocessing.features.jimsfeatures)
LastWeekCaseTypeCount (class in pipeline.preprocessing.features.jimsfeatures)
LastWeekEmsCount (class in pipeline.preprocessing.features.emsfeatures)
LastWeekJimsCount (class in pipeline.preprocessing.features.jimsfeatures)
LastWeekMhCount (class in pipeline.preprocessing.features.mentalhealthfeatures)
LastYearAvgBailAmount (class in pipeline.preprocessing.features.jimsfeatures)
LastYearBailTypeCount (class in pipeline.preprocessing.features.jimsfeatures)
LastYearCaseTypeCount (class in pipeline.preprocessing.features.jimsfeatures)
LastYearEmsCount (class in pipeline.preprocessing.features.emsfeatures)
LastYearJailDaysAvg (class in pipeline.preprocessing.features.jimsfeatures)
LastYearJailDaysStddev (class in pipeline.preprocessing.features.jimsfeatures)
LastYearJailDaysSum (class in pipeline.preprocessing.features.jimsfeatures)
LastYearJimsCount (class in pipeline.preprocessing.features.jimsfeatures)
LastYearMhCount (class in pipeline.preprocessing.features.mentalhealthfeatures)
LastYearMhDaysAvg (class in pipeline.preprocessing.features.mentalhealthfeatures)
LastYearMhDaysStddev (class in pipeline.preprocessing.features.mentalhealthfeatures)
LastYearMhDaysSum (class in pipeline.preprocessing.features.mentalhealthfeatures)
load_feature_name_dictionary() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
load_table() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
load_test_table() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
load_train_table() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
lookup() (in module pipeline.preprocessing.features.class_map)
M
main() (in module pipeline.evaluation.run)
(in module pipeline.modeling.run)
(in module pipeline.preprocessing.run)
merge_feature_dictionaries() (in module pipeline.preprocessing.feature_table_builder)
MhBooking182 (class in pipeline.preprocessing.features.seqfeatures)
MhBooking365 (class in pipeline.preprocessing.features.seqfeatures)
MhBooking730 (class in pipeline.preprocessing.features.seqfeatures)
MhBooking90 (class in pipeline.preprocessing.features.seqfeatures)
MhBookingBooking365 (class in pipeline.preprocessing.features.seqfeatures)
MhEms182 (class in pipeline.preprocessing.features.seqfeatures)
MhEms365 (class in pipeline.preprocessing.features.seqfeatures)
MhEms90 (class in pipeline.preprocessing.features.seqfeatures)
MhMh182 (class in pipeline.preprocessing.features.seqfeatures)
MhMh365 (class in pipeline.preprocessing.features.seqfeatures)
MhMh90 (class in pipeline.preprocessing.features.seqfeatures)
Model (class in pipeline.modeling.models)
MostCommonTherapistNumber (class in pipeline.preprocessing.features.mentalhealthfeatures)
N
NoTreamentRequiredCount (class in pipeline.preprocessing.features.emsfeatures)
NumberOfTherapists (class in pipeline.preprocessing.features.mentalhealthfeatures)
numerical_column_clean() (in module pipeline.preprocessing.feature_processor)
NumOfMHServices (class in pipeline.preprocessing.features.mentalhealthfeatures)
NumOfUniqueMHServices (class in pipeline.preprocessing.features.mentalhealthfeatures)
P
parameter_generator() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
pickle_results() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
pipeline.evaluation (module)
pipeline.evaluation.run (module)
pipeline.modeling (module)
pipeline.modeling.feature_model_grabber (module)
pipeline.modeling.models (module)
pipeline.modeling.run (module)
pipeline.preprocessing (module)
pipeline.preprocessing.feature_processor (module)
pipeline.preprocessing.feature_table_builder (module)
pipeline.preprocessing.features (module)
pipeline.preprocessing.features.abstract (module)
pipeline.preprocessing.features.class_map (module)
pipeline.preprocessing.features.emsfeatures (module)
pipeline.preprocessing.features.jimsfeatures (module)
pipeline.preprocessing.features.mentalhealthfeatures (module)
pipeline.preprocessing.features.miscfeatures (module)
pipeline.preprocessing.features.person (module)
pipeline.preprocessing.features.rsifeatures (module)
pipeline.preprocessing.features.seqfeatures (module)
pipeline.preprocessing.run (module)
pipeline.queries (module)
pipeline.queries.basicqueries (module)
pipeline.queries.database_checker (module)
pipeline.queries.test (module)
pipeline.queries.timeframe_queries (module)
PrimaryImpression (class in pipeline.preprocessing.features.emsfeatures)
ProbationType (class in pipeline.preprocessing.features.jimsfeatures)
Program (class in pipeline.preprocessing.features.mentalhealthfeatures)
ProgramsDischarges (class in pipeline.preprocessing.features.mentalhealthfeatures)
R
Race (class in pipeline.preprocessing.features.person)
Referral (class in pipeline.preprocessing.features.mentalhealthfeatures)
RefusedCareCount (class in pipeline.preprocessing.features.emsfeatures)
ResidencyRecordedMost (class in pipeline.preprocessing.features.rsifeatures)
run() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
(pipeline.modeling.models.Model method)
S
ServicesRecieved (class in pipeline.preprocessing.features.mentalhealthfeatures)
SimpleFeature (class in pipeline.preprocessing.features.abstract)
StdDaysBetweenEvents (class in pipeline.preprocessing.features.miscfeatures)
T
tables_exist() (in module pipeline.queries.database_checker)
TimeBoundedFeature (class in pipeline.preprocessing.features.abstract)
timeframe_table_end_date() (in module pipeline.queries.timeframe_queries)
timeframe_table_start_end_date() (in module pipeline.queries.timeframe_queries)
TransportedBy (class in pipeline.preprocessing.features.rsifeatures)
TransportedSum (class in pipeline.preprocessing.features.emsfeatures)
TreatedRefusedTransportCount (class in pipeline.preprocessing.features.emsfeatures)
TreatedSum (class in pipeline.preprocessing.features.emsfeatures)
TreatedTransferredCareCount (class in pipeline.preprocessing.features.emsfeatures)
TreatedTransportedALSCount (class in pipeline.preprocessing.features.emsfeatures)
TreatedTransportedBLSCount (class in pipeline.preprocessing.features.emsfeatures)
TreatedTransportedByLawEnforcementCount (class in pipeline.preprocessing.features.emsfeatures)
TriageOfEms (class in pipeline.preprocessing.features.emsfeatures)
U
UnknownFeatureError
upload_file_to_s3() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
W
write_dataframe_chunks() (in module pipeline.modeling.feature_model_grabber)
write_dataframe_to_sql() (in module pipeline.preprocessing.feature_table_builder)
write_matrix_pairs() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
write_to_csv() (pipeline.modeling.feature_model_grabber.FeatureModelGrabber method)
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