ODSC East 2016 - Building Neural Networks at Twitter with Autograd

ODSC East 2016 - Building Neural Networks at Twitter with Autograd

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Introduction

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1 of 18

Introduction

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ODSC East 2016 - Building Neural Networks at Twitter with Autograd

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

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