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Programming LSTM with Keras and TensorFlow

Programming LSTM with Keras and TensorFlow

Jeff Heaton via YouTube Direct link

Introduction

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Introduction

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Classroom Contents

Programming LSTM with Keras and TensorFlow

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  1. 1 Introduction
  2. 2 Context Neurons
  3. 3 LSTM Diagram
  4. 4 LSTM Internals
  5. 5 Sigmoid Functions
  6. 6 GRU
  7. 7 LSTM
  8. 8 LSTM vs GRU
  9. 9 LSTM Example 1
  10. 10 Training Results
  11. 11 Sunspots
  12. 12 Training Data
  13. 13 SyncWences
  14. 14 Data Structure
  15. 15 Train Model
  16. 16 Results
  17. 17 Outro

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