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Classroom Contents
ODSC East 2016 - Building Neural Networks at Twitter with Autograd
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- 1 Introduction
- 2 Outline
- 3 State of software
- 4 Numerical computation
- 5 Machine learning
- 6 Abstraction quality
- 7 Restricted Neural Networks
- 8 Neural Network Internals
- 9 Neural Network Training
- 10 Computational Graphs
- 11 Modularity
- 12 Most granular approach
- 13 Autograd API
- 14 Neural Network Models
- 15 Extreme Flexibility
- 16 Features
- 17 Future directions
- 18 Machine learning textbooks
