Developments in MLflow: A System to Accelerate the Machine Learning Lifecycle.
Andrew ChenAndy ChowAaron DavidsonArjun DCunhaAli GhodsiSue Ann HongAndy KonwinskiClemens MewaldSiddharth MurchingTomas NykodymPaul OgilvieMani ParkheAvesh SinghFen XieMatei ZahariaRichard ZangJuntai ZhengCorey ZumarPublished in: DEEM@SIGMOD (2020)
Keyphrases
- machine learning
- artificial intelligence
- machine learning methods
- machine learning algorithms
- computer vision
- natural language processing
- machine learning approaches
- feature selection
- neural network
- computational biology
- learning tasks
- learning systems
- supervised learning
- information extraction
- knowledge discovery
- pattern recognition
- decision trees
- learning algorithm
- machine learning and data mining
- data analysis
- support vector machine
- natural language
- search algorithm
- knowledge acquisition
- model selection
- case study
- information retrieval
- real world
- real time
- supervised machine learning
- application of machine learning methods