Index

A

args (tensorfx.training.ModelBuilder attribute)

B

binary() (tensorfx.data.SchemaField class method) bucketize() (tensorfx.data.Feature class method) build_evaluation() (tensorfx.training.ModelBuilder method) build_evaluation_graph() (tensorfx.training.ModelBuilder method) build_graph_interfaces() (tensorfx.training.ModelBuilder method) build_inference() (tensorfx.training.ModelBuilder method)

build_init() (tensorfx.training.ModelBuilder method) build_input() (tensorfx.training.ModelBuilder method) build_output() (tensorfx.training.ModelBuilder method) build_parser() (tensorfx.training.ModelArguments class method) build_prediction_graph() (tensorfx.training.ModelBuilder method) build_training() (tensorfx.training.ModelBuilder method) build_training_graph() (tensorfx.training.ModelBuilder method)

C

ClassificationScenario (class in tensorfx.models) cluster (tensorfx.training.Configuration attribute) concatenate() (tensorfx.data.Feature class method) config (tensorfx.training.ModelTrainer attribute) Configuration (class in tensorfx.training)

create() (tensorfx.data.FeatureSet static method) (tensorfx.data.Schema static method) create_device_setter() (tensorfx.training.Configuration method) create_server() (tensorfx.training.Configuration method) CsvDataSet (class in tensorfx.data) CsvDataSource (class in tensorfx.data)

D

dataframe (tensorfx.data.DataFrameDataSource attribute) DataFrameDataSet (class in tensorfx.data) DataFrameDataSource (class in tensorfx.data) DataSet (class in tensorfx.data) dataset (tensorfx.training.ModelBuilder attribute)

DataSource (class in tensorfx.data) default() (tensorfx.training.ModelArguments class method) device (tensorfx.training.Configuration attribute) discrete() (tensorfx.data.SchemaField class method) distributed (tensorfx.training.Configuration attribute)

E

environment() (tensorfx.training.Configuration class method)

F

Feature (class in tensorfx.data) features (tensorfx.data.DataSet attribute) (tensorfx.data.Feature attribute) FeatureSet (class in tensorfx.data) FeatureType (class in tensorfx.data) FeedForwardClassification (class in tensorfx.models.nn)

FeedForwardClassificationArguments (class in tensorfx.models.nn) FeedForwardModelArguments (class in tensorfx.models.nn) field (tensorfx.data.Feature attribute) fields (tensorfx.data.Feature attribute) (tensorfx.data.Schema attribute) format() (tensorfx.data.Feature method) (tensorfx.data.Schema method)

I

identity() (tensorfx.data.Feature class method)

indices_to_labels() (tensorfx.models.ClassificationScenario method)

J

job (tensorfx.training.Configuration attribute)

L

labels (tensorfx.models.ClassificationScenario attribute) labels_to_indices() (tensorfx.models.ClassificationScenario method)

load() (tensorfx.prediction.Model class method) local() (tensorfx.training.Configuration class method) log() (tensorfx.data.Feature class method)

M

master (tensorfx.training.Configuration attribute) Metadata (class in tensorfx.data) metadata (tensorfx.data.DataSet attribute)

Model (class in tensorfx.prediction) ModelArguments (class in tensorfx.training) ModelBuilder (class in tensorfx.training) ModelTrainer (class in tensorfx.training)

N

name (tensorfx.data.Feature attribute) (tensorfx.data.SchemaField attribute)

num_labels (tensorfx.models.ClassificationScenario attribute) numeric() (tensorfx.data.SchemaField class method)

O

one_hot() (tensorfx.data.Feature class method)

P

param_server (tensorfx.training.Configuration attribute) parse() (tensorfx.data.Feature static method) (tensorfx.data.FeatureSet static method) (tensorfx.data.Metadata static method) (tensorfx.data.Schema static method) (tensorfx.training.ModelArguments class method)

parse_instances() (tensorfx.data.CsvDataSet method) (tensorfx.data.DataFrameDataSet method) (tensorfx.data.DataSet method) path (tensorfx.data.CsvDataSource attribute) predict() (tensorfx.prediction.Model method) process() (tensorfx.training.ModelArguments method)

R

read() (tensorfx.data.DataSource method) read_instances() (tensorfx.data.CsvDataSource method) (tensorfx.data.DataFrameDataSource method) (tensorfx.data.DataSource method)

S

save() (tensorfx.prediction.Model static method) scale() (tensorfx.data.Feature class method) Schema (class in tensorfx.data)

schema (tensorfx.data.DataSet attribute) SchemaField (class in tensorfx.data) SchemaFieldType (class in tensorfx.data) sources (tensorfx.data.DataSet attribute)

T

target() (tensorfx.data.Feature class method) task (tensorfx.training.Configuration attribute) tensorfx.data (module) tensorfx.models (module) tensorfx.models.nn (module) tensorfx.prediction (module)

tensorfx.training (module) text() (tensorfx.data.SchemaField class method) train() (tensorfx.training.ModelTrainer method) transform (tensorfx.data.Feature attribute) type (tensorfx.data.Feature attribute) (tensorfx.data.SchemaField attribute)

W

worker (tensorfx.training.Configuration attribute)