TFMA

GPTKB entity

Statements (27)
Predicate Object
gptkbp:instanceOf gptkb:software
gptkbp:canEvaluate classification models
regression models
multi-class models
gptkbp:developedBy gptkb:Google
gptkbp:documentation https://www.tensorflow.org/tfx/model_analysis/overview
gptkbp:feature visualization tools
custom metrics support
fairness indicators
scalable evaluation
slice-based evaluation
gptkbp:fullName gptkb:TensorFlow_Model_Analysis
https://www.w3.org/2000/01/rdf-schema#label TFMA
gptkbp:integratesWith gptkb:TensorFlow
gptkb:TFX
gptkbp:license gptkb:Apache_License_2.0
gptkbp:openSource true
gptkbp:programmingLanguage gptkb:Python
gptkbp:repository https://github.com/tensorflow/model-analysis
gptkbp:supports gptkb:Apache_Beam
gptkb:Jupyter_Notebook
gptkb:Google_Cloud_Dataflow
gptkbp:usedFor model fairness analysis
machine learning model evaluation
model performance analysis
gptkbp:bfsParent gptkb:TensorFlow_Extended
gptkbp:bfsLayer 6