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deeplearning_pytorch's Introduction

动手学深度学习

PyTorch

疫情在家,DataWhale参加了这个课程。生命不息,学习不止。。。

2月15号打卡

  • Task01:线性回归;softmax和分类模型;多层感知机
  • Task02: 文本预处理;语言模型;循环神经网络

2月17号打卡:

  • Task03:过拟合、欠拟合及其解决方案;梯度消失、梯度爆炸;循环神经网络进阶(1天)
  • Task04:机器翻译及相关技术;注意力机制与Seq2seq模型;Transformer(1天)
  • Task05:卷积神经网络基础;leNet;卷积神经网络进阶(1天)

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