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What's a gradient?
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Classroom Contents
Turtles! Hill Climbing! Hammers! Paper Bags!
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- 1 Intro
- 2 Overview
- 3 Context: Optimisation
- 4 Code your way out of a paper bag
- 5 Dragons! T-shirt!
- 6 Spirangle code
- 7 How did the turtle get into the paper bag?
- 8 What shaped paper bag?
- 9 Hill walking
- 10 Crumpled bag
- 11 Try random stuff
- 12 Actual annealing
- 13 Simulated annealing
- 14 Exponential curve
- 15 Swarm!
- 16 Particle Swarm Optimisation, PSO
- 17 PSO Move
- 18 PSO Swarm
- 19 Update velocity
- 20 What's a gradient?
- 21 Gradients c.f. hill climbing
- 22 Gradients: problems
- 23 Neural Networks
- 24 Backpropagation
- 25 What did we learn?
