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cs.LG2024
ILAEDA: An Imitation Learning Based Approach for Automatic Exploratory Data Analysis
Abhijit Manatkar, Devarsh Patel, Hima Patel +1
Automating end-to-end Exploratory Data Analysis (AutoEDA) is a challenging open problem, often tackled through Reinforcement Learning (RL) by learning to predict a sequence of anal…
cs.LG2024
An Automatic Prompt Generation System for Tabular Data Tasks
Ashlesha Akella, Abhijit Manatkar, Brij Chavda +1
Efficient processing of tabular data is important in various industries, especially when working with datasets containing a large number of columns. Large language models (LLMs) ha…