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: CoRR (2019)
Keyphrases
- multistage
- machine learning
- single stage
- stochastic programming
- production system
- dynamic programming
- machine learning methods
- open source
- lot sizing
- programming language
- learning algorithm
- machine learning algorithms
- optimal policy
- information extraction
- expert systems
- finite horizon
- stochastic optimization
- data mining
- np hard
- open source software
- reinforcement learning
- decision trees
- interconnection networks
- scripting language
- attack detection