Couler: Unified Machine Learning Workflow Optimization in Cloud.

Xiaoda Wang Yuan Tang Tengda Guo Bo Sang Jingji Wu Jian Sha Ke Zhang Jiang Qian Mingjie Tang

Published in: CoRR (2024)

Keyphrases

machine learning
optimization algorithm
optimization problems
optimization model
cloud computing
decision trees
computer science
information extraction

natural language processing
inductive logic programming
global optimization
optimization method
text classification
supervised learning
knowledge base
feature selection

learning algorithm
multi objective
database
computational intelligence
data analysis
case study
knowledge acquisition

model selection
web services
semi supervised learning
machine learning methods
genetic algorithm
optimization process
neural network