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imported>Pythagoras0 |
imported>Pythagoras0 |
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| 1번째 줄: | 1번째 줄: | ||
| + | ==introduction== | ||
| + | * chain rule | ||
| + | * gradient descent | ||
| + | * structure of neural network | ||
| + | * backpropagation | ||
| + | * singular value decomposition | ||
| + | * principal component analysis | ||
| + | |||
| + | |||
| + | ==memo== | ||
* https://en.wikipedia.org/wiki/Gradient_descent | * https://en.wikipedia.org/wiki/Gradient_descent | ||
* https://en.wikipedia.org/wiki/Stochastic_gradient_descent | * https://en.wikipedia.org/wiki/Stochastic_gradient_descent | ||
* http://playground.tensorflow.org/#activation=tanh&batchSize=10&dataset=circle®Dataset=reg-plane&learningRate=0.03®ularizationRate=0&noise=0&networkShape=4,2&seed=0.05287&showTestData=false&discretize=false&percTrainData=50&x=true&y=true&xTimesY=false&xSquared=false&ySquared=false&cosX=false&sinX=false&cosY=false&sinY=false&collectStats=false&problem=classification&initZero=false | * http://playground.tensorflow.org/#activation=tanh&batchSize=10&dataset=circle®Dataset=reg-plane&learningRate=0.03®ularizationRate=0&noise=0&networkShape=4,2&seed=0.05287&showTestData=false&discretize=false&percTrainData=50&x=true&y=true&xTimesY=false&xSquared=false&ySquared=false&cosX=false&sinX=false&cosY=false&sinY=false&collectStats=false&problem=classification&initZero=false | ||
2017년 4월 19일 (수) 06:51 판
introduction
- chain rule
- gradient descent
- structure of neural network
- backpropagation
- singular value decomposition
- principal component analysis
memo
- https://en.wikipedia.org/wiki/Gradient_descent
- https://en.wikipedia.org/wiki/Stochastic_gradient_descent
- http://playground.tensorflow.org/#activation=tanh&batchSize=10&dataset=circle®Dataset=reg-plane&learningRate=0.03®ularizationRate=0&noise=0&networkShape=4,2&seed=0.05287&showTestData=false&discretize=false&percTrainData=50&x=true&y=true&xTimesY=false&xSquared=false&ySquared=false&cosX=false&sinX=false&cosY=false&sinY=false&collectStats=false&problem=classification&initZero=false