Hamilton: enabling software engineering best practices for data transformations via generalized dataflow graphs.
Stefan KrawczykElijah ben IzzyDanielle QuinnPublished in: DEco@VLDB (2022)
Keyphrases
- software engineering
- data sets
- statistical analysis
- data processing
- raw data
- synthetic data
- data collection
- data analysis
- prior knowledge
- small number
- high quality
- training data
- data distribution
- graph structures
- graph data
- complex structures
- data flow
- data quality
- original data
- artificial intelligence
- experimental data
- privacy preserving
- high dimensional data
- data structure
- database
- image data
- knowledge discovery
- data points
- end users