TensorFlow Eager: A multi-stage, Python-embedded DSL for machine learning.
Akshay AgrawalAkshay Naresh ModiAlexandre PassosAllen LavoieAshish AgarwalAsim ShankarIgor GanichevJosh LevenbergMingsheng HongRajat MongaShanqing CaiPublished in: MLSys (2019)
Keyphrases
- multistage
- machine learning
- single stage
- stochastic programming
- open source
- dynamic programming
- production system
- machine learning methods
- lot sizing
- decision trees
- attack detection
- optimal policy
- information extraction
- programming language
- embedded systems
- stochastic optimization
- learning algorithm
- assembly systems
- production line
- graphical models
- reinforcement learning
- feature selection
- lot streaming