Index

A

Alert (class in jamie.types)

B

Bootstrap (class in jamie.predict)

C

closes (jamie.types.JobPrediction attribute) config() (jamie.Jamie method)

Contract (class in jamie.types) contract (jamie.types.JobPrediction attribute) create() (jamie.snapshots.Snapshot method)

D

data() (jamie.snapshots.ModelSnapshot property) (jamie.snapshots.PredictionSnapshot property) (jamie.snapshots.ReportSnapshot property) (jamie.snapshots.Snapshot property) (jamie.snapshots.TrainingSnapshot property)

dataframe() (jamie.predict.Predict property) date (jamie.types.JobPrediction attribute) department (jamie.types.JobPrediction attribute) distribution() (jamie.Jamie method)

E

employer (jamie.types.JobPrediction attribute)

exists() (jamie.snapshots.Snapshot method) extra_location (jamie.types.JobPrediction attribute)

F

FeatureBase (class in jamie.features) features() (jamie.Jamie method) (jamie.snapshots.ModelSnapshot method)

fit_transform() (jamie.features.FeatureBase method)

G

get_model() (in module jamie.models)

I

information_gain() (jamie.Jamie method)

J

Jamie (class in jamie) jamie.features module jamie.models module jamie.predict module

jamie.snapshots module jamie.types module job_title (jamie.types.JobPrediction attribute) jobid (jamie.types.JobPrediction attribute) JobPrediction (class in jamie.types) JobType (class in jamie.types)

L

latest() (jamie.snapshots.SnapshotCollection method) list() (jamie.snapshots.SnapshotCollection property)

list_features() (in module jamie.features) list_jobids() (jamie.Jamie method) load() (jamie.Jamie method)

M

main() (in module jamie.snapshots) make_arrays() (jamie.features.FeatureBase method) metadata() (jamie.snapshots.Snapshot property) model() (jamie.snapshots.ModelSnapshot method) ModelSnapshot (class in jamie.snapshots) ModelSnapshotCollection (class in jamie.snapshots)

module jamie.features jamie.models jamie.predict jamie.snapshots jamie.types

N

name() (jamie.snapshots.Snapshot property)

nested_cross_validation() (in module jamie.models)

P

parse_model_description() (in module jamie.models) partition_jobs() (jamie.snapshots.PredictionSnapshot method) path() (jamie.snapshots.Snapshot property) posted (jamie.types.JobPrediction attribute) PrecisionRecall (class in jamie.types) Predict (class in jamie.predict)

predict() (jamie.Jamie method) (jamie.predict.Predict method) PredictionSnapshot (class in jamie.snapshots) PredictionSnapshotCollection (class in jamie.snapshots) probability (jamie.types.JobPrediction attribute) probability_lower (jamie.types.JobPrediction attribute) probability_upper (jamie.types.JobPrediction attribute)

R

random_sample_prediction() (jamie.Jamie method) readjob() (jamie.Jamie method) reliability() (jamie.snapshots.TrainingSnapshot method) (jamie.types.TrainingData static method)

report() (jamie.Jamie method) ReportSnapshot (class in jamie.snapshots) ReportSnapshotCollection (class in jamie.snapshots) RSEFeatures (class in jamie.features)

S

salary_max (jamie.types.JobPrediction attribute) salary_median (jamie.types.JobPrediction attribute) salary_min (jamie.types.JobPrediction attribute) sample() (jamie.predict.Bootstrap method) save() (jamie.predict.Predict method) scrape() (jamie.Jamie method) select_features() (in module jamie.features) set_features() (jamie.features.FeatureBase method) setup() (jamie.Jamie method)

Snapshot (class in jamie.snapshots) snapshot (jamie.types.JobPrediction attribute) SnapshotClass (jamie.snapshots.ModelSnapshotCollection attribute) (jamie.snapshots.PredictionSnapshotCollection attribute) (jamie.snapshots.ReportSnapshotCollection attribute) (jamie.snapshots.TrainingSnapshotCollection attribute) SnapshotCollection (class in jamie.snapshots) snapshots() (jamie.Jamie method) subpath (jamie.snapshots.Snapshot attribute)

T

train() (in module jamie.models) (jamie.Jamie method) train_test_split() (jamie.features.FeatureBase method)

TrainingData (class in jamie.types) TrainingSnapshot (class in jamie.snapshots) TrainingSnapshotCollection (class in jamie.snapshots) transform() (jamie.features.FeatureBase method)

V

valid_doc() (in module jamie.features) validate() (jamie.types.TrainingData method)

version() (jamie.Jamie method) view_report() (jamie.Jamie method)