tf.data: A Machine Learning Data Processing Framework.
Derek Gordon MurrayJiri SimsaAna KlimovicIhor IndykPublished in: Proc. VLDB Endow. (2021)
Keyphrases
- data processing
- data analysis
- machine learning
- data sets
- image data
- data acquisition
- high quality
- synthetic data
- data collection
- data quality
- database
- data distribution
- computer systems
- knowledge discovery
- data points
- prior knowledge
- training data
- semi supervised
- text mining
- data management
- data sources
- statistical analysis
- high dimensional data
- bayesian networks
- experimental data
- metadata
- statistical methods
- computer vision