AutoPipeline: Synthesize Data Pipelines By-Target Using Reinforcement Learning and Search.
Junwen YangYeye HeSurajit ChaudhuriPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- data sets
- data analysis
- big data
- synthetic data
- feature selection
- statistical analysis
- image data
- data points
- data sources
- high dimensional data
- data collection
- data processing
- input data
- original data
- search algorithm
- data structure
- high quality
- database
- neural network
- result set
- raw data
- experimental data
- spatial data
- optimal policy
- labeled data
- small number
- search space
- database systems
- learning algorithm