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Jupyter Notebook 程序:

1.0 环境搭建与数据集
1.1 最近邻分类
1.2 神经网络
1.3 卷积神经网络
1.4 LeNet-5
1.5 模型保存、调用和预测
LeNet-5-1 LeNet-5网络搭建&训练PyTorch版
LeNet-5-2 LeNet-5网络预测PyTorch版

环境搭建:

CPU:https://www.bilibili.com/read/cv8962053
GPU:https://www.bilibili.com/read/cv9003982
GPU+Ubuntu:https://www.bilibili.com/read/cv9164113
CUDA 11.8+cuDNN 8.6.0:https://www.bilibili.com/opus/1063019665812357126

讲解视频:

环境搭建与数据集:https://www.bilibili.com/video/BV1vN411X7n7
最近邻分类:https://www.bilibili.com/video/BV1Gy4y1a7jn
神经网络:https://www.bilibili.com/video/BV1Vz4y117Z5
卷积神经网络:https://www.bilibili.com/video/BV1dy4y147aw
LeNet-5 TensorFlow版:https://www.bilibili.com/video/bv1Z54y187WW
LeNet-5 PyTorch版:https://www.bilibili.com/video/BV1n7Viz9EXQ

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基于MNIST手写数字的图像分类

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