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Interview Collections

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2017-07-30

  1. TF中卷积操作如何实现(GPU)
  2. CNN反向传播推导 (Numpy实现)
  3. 什么是GDBT
  4. Logistic Regression中sigmoid的好处
  5. 求解二叉树最大高度(递归&非递归)
  6. 模型不收敛如何解决

2017-08-02

  1. Confusion matrix (precision, recall, f_beta score)
  2. What is an ROC curve?
  3. What is the R2 score?
  4. 语义消歧的方法(semantic disambiguation)

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