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ml_practice's Introduction

ML_Practice with TensorFlow

TensorFlow를 이용한 머신러닝 공부 자료
!!!주의!!! 학습을 위한 것이므로 많은 한글 주석이 달려있습니다.

개발 환경


Python 3.5
TensorFlow
Numpy

이론 정리

https://medium.com/mathpresso

Supervised Learning

  1. Linear Regression
  2. Logistic Regression
  3. MultiVariable Linear Regression
  4. MNIST_KNN
  5. MNIST_LogisticRegression
  6. MNIST_MultipleLayerPerceptron
  7. MNIST_CNN
  8. RNN

Unsupervised Learning

  1. Clustering

참고자료

1.https://github.com/nlintz/TensorFlow-Tutorials
2.http://hunkim.github.io/ml/

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