A Library for Representing Python Programs as Graphs for Machine Learning.
David BieberKensen ShiPetros ManiatisCharles SuttonVincent J. HellendoornDaniel D. JohnsonDaniel TarlowPublished in: CoRR (2022)
Keyphrases
- machine learning
- programming language
- directed graph
- graph matching
- graph theoretic
- artificial intelligence
- pattern recognition
- data mining
- open source
- learning systems
- explanation based learning
- machine learning approaches
- weighted graph
- machine learning algorithms
- text classification
- graph theory
- high level programming
- graph clustering
- feature selection
- decision trees
- learning tasks
- supervised learning
- kernel methods
- open source software
- natural language processing
- scripting language
- operating system
- learning algorithm
- graph partitioning
- knowledge base
- spanning tree
- object oriented
- graph structure
- text mining
- bipartite graph
- inductive learning
- computer science
- machine learning methods
- active learning