The State of the ML-universe: 10 Years of Artificial Intelligence & Machine Learning Software Development on GitHub.
Danielle GonzalezThomas ZimmermannNachiappan NagappanPublished in: MSR (2020)
Keyphrases
- machine learning
- artificial intelligence
- software development
- software engineering
- computational intelligence
- expert systems
- software systems
- knowledge representation
- maximum likelihood
- learning algorithm
- software projects
- learning systems
- intelligent systems
- knowledge acquisition
- computer science
- computer vision
- state space
- machine learning algorithms
- knowledge engineering
- data mining
- case based reasoning
- active learning
- data analysis
- machine learning methods
- software architecture