steps
Steps for feature columns specification.
Description
List of steps that can be used to specify columns in the feature_spec interface.
Section
Steps
step_numeric_column()to define numeric columns.step_categorical_column_with_vocabulary_list()to define categorical columns.step_categorical_column_with_hash_bucket()to define categorical columns where ids are set by hashing.step_categorical_column_with_identity()to define categorical columns represented by integers in the range[0-num_buckets).step_categorical_column_with_vocabulary_file()to define categorical columns when their vocabulary is available in a file.step_indicator_column()to create indicator columns from categorical columns.step_embedding_column()to create embeddings columns from categorical columns.step_bucketized_column()to create bucketized columns from numeric columns.step_crossed_column()to perform crosses of categorical columns.step_shared_embeddings_column()to share embeddings between a list of categorical columns.step_remove_column()to remove columns from the specification.
See Also
selectors for a list of selectors that can be used to specify variables.
Other Feature Spec Functions:
dataset_use_spec(),feature_spec(),fit.FeatureSpec(),step_bucketized_column(),step_categorical_column_with_hash_bucket(),step_categorical_column_with_identity(),step_categorical_column_with_vocabulary_file(),step_categorical_column_with_vocabulary_list(),step_crossed_column(),step_embedding_column(),step_indicator_column(),step_numeric_column(),step_remove_column(),step_shared_embeddings_column()