hamlinzheng/ mnist
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纯Python实现CNN识别手写体数字+GUI
由于把数据集也传上来了，导致下载时间比较长，我打包了一份放在服务器，点击这里进行下载
项目文件结构如下所示
. ├── common │ ├── functions.py │ ├── gradient.py │ ├── layers.py │ ├── optimizer.py │ ├── trainer.py │ └── util.py ├── dataset │ ├── mnist.pkl │ ├── mnist.py │ ├── t10k-images-idx3-ubyte.gz │ ├── t10k-labels-idx1-ubyte.gz │ ├── train-images-idx3-ubyte.gz │ └── train-labels-idx1-ubyte.gz ├── deep_convnet_params.pkl ├── deep_convnet.py ├── mnist_cnn_gui_main.py ├── params.pkl ├── qt │ ├── layout.py │ ├── layout.ui │ ├── paintboard.py │ └── ui2py.sh ├── simple_convnet.py ├── train_convnet.py └── train_deepnet.py