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Gradient Backpropagation
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Classroom Contents
Modelling Passenger Behaviour on the Underground
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- 1 Intro
- 2 Outline
- 3 Systems on Networks
- 4 Typical Network Tomography Problems
- 5 Example: Link Delays
- 6 Transportation Networks
- 7 Some Challenges
- 8 Training
- 9 Intractability and Approximation
- 10 Gradient Backpropagation
- 11 Experiments
- 12 prediction-error and path-choice probability
- 13 TfL Dataset: Travel Time Prediction
- 14 TfL Data: Station Loads Estimation
