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Deeplearning

A collection of 18 posts

Deeplearning

Deep Learning - Momentum

Momentum

ilvnax24er ilvnax24er 1 min read
Deeplearning

Deep Learning - Stochastic Gradient Descent

Stochastic Gradient Descent

ilvnax24er ilvnax24er 1 min read
Deeplearning

Deep Learning from Scratch - CNN(1)

Convolutional Neural Network

ilvnax24er ilvnax24er 1 min read
Deeplearning

Deep Learning from Scratch - Training Skills(3)

Training Issue

ilvnax24er ilvnax24er 5 min read
Deeplearning

Deep Learning from Scratch - Training Skills(2)

Weight Initialization

ilvnax24er ilvnax24er 5 min read
Deeplearning

Deep Learning from Scratch - Training Skills(1)

Optimization

ilvnax24er ilvnax24er 3 min read
Deeplearning

Deep Learning from Scratch - Back Propagation (2)

Affine/Softmax Layer

ilvnax24er ilvnax24er 3 min read
Deeplearning

Deep Learning from Scratch - Back Propagation (1)

Computational Graph

ilvnax24er ilvnax24er 2 min read
Deeplearning

Deep Learning from Scratch - Neural Network Training

Neural Network Training

ilvnax24er ilvnax24er 6 min read
Deeplearning

Deep Learning from Scratch - Neural Network

Activation Function

ilvnax24er ilvnax24er 8 min read
Deeplearning

Deep Learning - Deep Feedforward Neural Network(5)

Back Propagation

ilvnax24er ilvnax24er 3 min read
Deeplearning

Deep Learning from Scratch - Perceptron

Perceptron

ilvnax24er ilvnax24er 1 min read
Deeplearning

Deep Learning - Recurrent Neural Network (1)

Recurrent Neural Network

ilvnax24er ilvnax24er 2 min read
Deeplearning

Deep Learning - Deep Feedforward Neural Network(4)

Architecture 설계

ilvnax24er ilvnax24er 1 min read
Deeplearning

Deep Learning - Convolutional Neural Network

Convolutional Neural Network

ilvnax24er ilvnax24er 2 min read
Deeplearning

Deep Learning - Deep Feedforward Neural Network(3)

Hidden Unit

ilvnax24er ilvnax24er 1 min read
Deeplearning

Deep Learning - Deep Feedforward Neural Network(2)

기울기 기반 학습

ilvnax24er ilvnax24er 1 min read
Deeplearning

Deep Learning - Deep Feedforward Neural Network(1)

Deep Feedforward Neural Network

ilvnax24er ilvnax24er 4 min read
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