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Learning Machine Learning with TensorFlow

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velamurip/TensorFlow-ML-Exercises

 
 

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테스트 환경

  • macOS
  • 파이선 2.7.x
  • TensorFlow 0.12

실습 목록

  • 01 : TensorFlow Basic
  • 02 : Linear Regression
  • 03 : Gradient Descendent
  • 04 : Multi-variable Linear Regression
  • 05 : Logistic Classification
  • 06 : Softmax Regression
  • 07 : Accuracy
  • 09 : Neural Network
  • 10 : Tuning NN
  • 11 : CNN
  • 12 : RNN

기타

MNIST 예제를 CNN 모델로 학습하는 코드를 조금 보강하고 정리해서TensorFlow-MNIST 저장소에 올려두었습니다.summary 를 저장해서 TensorBoard 를 사용할 수 있게 하였으며, 모델을 생성하는 부분과 Trainer, Tester 를 분리하여 학습한 모델을 저장 후 따로 사용할 수 있도록 해 두었으니 참고 해 주세요.

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Learning Machine Learning with TensorFlow

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