Linear Algebra
Photogrammetry
Deep Learning
Linux Basics
슬램과 함께 춤을
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Deep Learning
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dive into deep learning
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Chapter 3. Linear Neural Networks
슬램과 함께 춤을
/
Deep Learning
/
dive into deep learning
/
Chapter 3. Linear Neural Networks
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Linear Algebra
Photogrammetry
Deep Learning
Linux Basics
🎽
Chapter 3. Linear Neural Networks
생성일
2022/02/03 04:33
태그
Linear Regression
Softmax
Classification
Linear Regression과 Softmax regression은 가장 기본적인 통계학습 기술이다.
복잡하고 깊은 신경망을 다루기 전에 기본 선형 모델을 살펴보고
어떻게 loss function을 정의하고 파라미터들을 업데이트 하는지 알아보고자 한다.
Reference
Dive into Deep Learning - Dive into Deep Learning 0.17.2 documentation
Authors Amazon Senior Scientist Amazon Scientist CMU Assistant Professor Amazon Senior Principal Scientist Amazon VP/Distinguished Scientist Vol.2 Chapter Authors Framework Adaptation Authors IIT Roorkee Student PyTorch Adaptation Akuity Founding Engineer TensorFlow Adaptation You can modify the code and tune hyperparameters to get instant feedback to accumulate practical experiences in deep learning.
