Module: tfma

Init module for TensorFlow Model Analysis on notebook.

Modules

constants module: Constants used in TensorFlow Model Analysis.

export module: Library for exporting the EvalSavedModel.

exporter module: Exporter class represents different flavors of model export.

post_export_metrics module: Library containing helpers for adding post export metrics for evaluation.

version module: Contains the version string for this release of TFMA.

view module: View API for Tensorflow Model Analysis.

Classes

class SingleSliceSpec: Specification for a single slice.

Functions

EvaluateAndWriteResults(...)

load_eval_result(...): Creates an EvalResult object for use with the visualization functions.

load_eval_results(...): Run model analysis for a single model on multiple data sets.

make_eval_results(...): Run model analysis for a single model on multiple data sets.

multiple_data_analysis(...): Run model analysis for a single model on multiple data sets.

multiple_model_analysis(...): Run model analysis for multiple models on the same data set.

run_model_analysis(...): Runs TensorFlow model analysis.

Other Members

DATA_CENTRIC_MODE

MODEL_CENTRIC_MODE

VERSION_STRING