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Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using
  Reinforcement Learning and Search

Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using Reinforcement Learning and Search

25 June 2021
Junwen Yang
Yeye He
S. Chaudhuri
    AI4TS
ArXivPDFHTML

Papers citing "Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using Reinforcement Learning and Search"

4 / 4 papers shown
Title
AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework
AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework
Meihao Fan
Ju Fan
Nan Tang
Lei Cao
Guoliang Li
Xiaoyong Du
LMTD
115
0
0
10 Dec 2024
Auto-FP: An Experimental Study of Automated Feature Preprocessing for
  Tabular Data
Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data
Danrui Qi
Jinglin Peng
Yongjun He
Jiannan Wang
TPM
25
3
0
04 Oct 2023
AutoML in Heavily Constrained Applications
AutoML in Heavily Constrained Applications
Felix Neutatz
Marius Lindauer
Ziawasch Abedjan
14
4
0
29 Jun 2023
KGLiDS: A Platform for Semantic Abstraction, Linking, and Automation of
  Data Science
KGLiDS: A Platform for Semantic Abstraction, Linking, and Automation of Data Science
M. Helali
Niki Monjazeb
Shubham Vashisth
Philippe Carrier
Ahmed Helal
Antonio Cavalcante
Khaled Ammar
K. Hose
Essam Mansour
21
1
0
03 Mar 2023
1