GPUMLib: A new Library to combine Machine Learning algorithms with Graphics Processing Units.
Noel LopesBernardete RibeiroRicardo QuintasPublished in: HIS (2010)
Keyphrases
- machine learning algorithms
- graphics processing units
- benchmark data sets
- general purpose
- machine learning
- predictive accuracy
- learning algorithm
- machine learning methods
- learning problems
- parallel processing
- gpu implementation
- decision trees
- real time
- parallel implementation
- parallel computing
- machine learning models
- machine learning approaches
- random forests
- machine learning systems
- computing systems
- high performance computing
- floating point
- machine learning and data mining algorithms
- massively parallel
- learning models
- efficient implementation
- graphics processors
- computing resources
- parallel machines
- response time
- information systems
- standard machine learning algorithms
- data sets