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a mini dnn sample for mnist numerical recognition dataset by numpy

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mini_dnn_sample

一个手撸的最简dnn 模型,用的 numpy,数据集是 mnist 能够训练和推断手写数字,训练10万次以后,准确率大约能到95%左右

注意

  1. 数据集的url 在 ./csv 目录下的 dataset-url.txt,可自行下载
  2. mnist_show.py 可以可视化显示数据信息
  3. 核心代码在 np_dnn.py 中

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a mini dnn sample for mnist numerical recognition dataset by numpy

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