ManyTypes4Py: A Benchmark Python Dataset for Machine Learning-based Type Inference.
Amir M. MirEvaldas LatoskinasGeorgios GousiosPublished in: MSR (2021)
Keyphrases
- machine learning
- information extraction
- text mining
- text classification
- learning tasks
- benchmark datasets
- open source
- knowledge acquisition
- reinforcement learning
- bayesian networks
- statistical inference
- statistical learning
- open source software
- inference engine
- programming language
- synthetic datasets
- neural network
- knowledge representation
- support vector machine
- feature space
- computer science
- pattern recognition
- data mining
- computer vision
- artificial intelligence
- real world
- multiple types
- machine learning approaches
- computational biology
- information retrieval
- learning algorithm
- decision trees
- machine learning algorithms
- relational databases
- general purpose
- active learning