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0-1 张量数据结构.ipynb
0-1 张量数据结构.ipynb
 
 
0-2 各种张量、张量的结构操作.ipynb
0-2 各种张量、张量的结构操作.ipynb
 
 
0-3 张量的数学运算.ipynb
0-3 张量的数学运算.ipynb
 
 
0-4 自动微分机制.ipynb
0-4 自动微分机制.ipynb
 
 
0-5 动态计算图.ipynb
0-5 动态计算图.ipynb
 
 
1-0 结构化数据可视化分析(Titanic).ipynb
1-0 结构化数据可视化分析(Titanic).ipynb
 
 
1-1 结构化数据建模(Titanic).ipynb
1-1 结构化数据建模(Titanic).ipynb
 
 
1-3 文本数据建模IMDB(CNN).ipynb
1-3 文本数据建模IMDB(CNN).ipynb
 
 
1-4 时间序列数据(LSTM).ipynb
1-4 时间序列数据(LSTM).ipynb
 
 
2-1-1 Linear Regression (低阶API).ipynb
2-1-1 Linear Regression (低阶API).ipynb
 
 
2-1-2 Linear Regression (中阶API).ipynb
2-1-2 Linear Regression (中阶API).ipynb
 
 
2-1-3 Linear Regression (nn.Sequential, 中阶API).ipynb
2-1-3 Linear Regression (nn.Sequential, 中阶API).ipynb
 
 
2-1-4 Linear Regression (高阶API).ipynb
2-1-4 Linear Regression (高阶API).ipynb
 
 
2-2-1 DNN二分类 (低阶API).ipynb
2-2-1 DNN二分类 (低阶API).ipynb
 
 
2-2-2 DNN二分类 (中阶API).ipynb
2-2-2 DNN二分类 (中阶API).ipynb
 
 
2-2-3 DNN二分类 (高阶API).ipynb
2-2-3 DNN二分类 (高阶API).ipynb
 
 
3-1 nn.functional & nn.Module.ipynb
3-1 nn.functional & nn.Module.ipynb
 
 
3-2 Dataset & DataLoader.ipynb
3-2 Dataset & DataLoader.ipynb
 
 
3-3 模型层Layers.ipynb
3-3 模型层Layers.ipynb
 
 
3-4 损失函数.ipynb
3-4 损失函数.ipynb
 
 
4-1 构建模型的3种方法.ipynb
4-1 构建模型的3种方法.ipynb
 
 
4-2 训练模型的3种方法.ipynb
4-2 训练模型的3种方法.ipynb
 
 
4-3 使用GPU训练模型.md
4-3 使用GPU训练模型.md
 
 
README.md
README.md
 
 

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