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All Projects → jackhuntcn → notebooks

jackhuntcn / notebooks

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my-deeplearning-practice-notebooks

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notebooks

我的深度学习实践笔记

esf

搜房网二手房数据：Pandas 预处理及使用 PyTorch 线性回归模型

  • esf-pandas-pytorch.ipynb
  • 数据集：efs.csv

jiaozi-vs-tangyuan

从百度图片下载生成自定义的 饺子 vs 汤圆 图片数据集，并使用 Keras 卷积神经网络模型进行分类

  • jiaozi-vs-tangyuan_cnn.ipynb
  • jiaozi-vs-tangyuan_Xception.ipynb
  • 数据集：jiaozi-vs-tangyuan_dataset.tar.gz
  • 爬虫脚本：baidu_thumb_picture_crawler.py

LSTM 诗歌生成器

  • LSTM-Poetry.ipynb
  • 数据集: poetry.txt

AutoEncoder 及 k-means 聚类

  • autoencoder_and_clustering.ipynb
  • 图片下载链接: logos.txt

深度残差网络重构图片

  • cele-edges-mae.nbconvert.ipynb

待续 ...

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