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machine-learning

The source code of CS405 Machine Learning in SUSTech

Content

  • Lab #0 Preliminary
  • Lab #1 Decision tree C4.5
  • Lab #2 Decision tree ID3
  • Lab #3 Image detection(Referred)
  • Lab #4 CNN, Linear regression
  • Lab #5 Mnist, CNN(TensorFlow, referred)
  • Lab #6 Bayes Classifier
  • Lab #7 GMM, EM method
  • Lab #8 HMM
  • Lab #9 Q-Learning(Referred)

License

GPL v3