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| https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/commits/master/ |
| AutoEncoder实战 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/AutoEncoder%E5%AE%9E%E6%88%98 |
| AutoEncoder实战 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/AutoEncoder%E5%AE%9E%E6%88%98 |
| Cifar10与ResNet18实战 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/Cifar10%E4%B8%8EResNet18%E5%AE%9E%E6%88%98 |
| Cifar10与ResNet18实战 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/Cifar10%E4%B8%8EResNet18%E5%AE%9E%E6%88%98 |
| Lesson01-初见PyTorch | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/Lesson01-%E5%88%9D%E8%A7%81PyTorch |
| Lesson01-初见PyTorch | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/Lesson01-%E5%88%9D%E8%A7%81PyTorch |
| Lesson02-开发环境准备 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/Lesson02-%E5%BC%80%E5%8F%91%E7%8E%AF%E5%A2%83%E5%87%86%E5%A4%87 |
| Lesson02-开发环境准备 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/Lesson02-%E5%BC%80%E5%8F%91%E7%8E%AF%E5%A2%83%E5%87%86%E5%A4%87 |
| lesson03-简单回归案例 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson03-%E7%AE%80%E5%8D%95%E5%9B%9E%E5%BD%92%E6%A1%88%E4%BE%8B |
| lesson03-简单回归案例 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson03-%E7%AE%80%E5%8D%95%E5%9B%9E%E5%BD%92%E6%A1%88%E4%BE%8B |
| lesson04-简单回归案例-PyTorch求解 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson04-%E7%AE%80%E5%8D%95%E5%9B%9E%E5%BD%92%E6%A1%88%E4%BE%8B-PyTorch%E6%B1%82%E8%A7%A3 |
| lesson04-简单回归案例-PyTorch求解 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson04-%E7%AE%80%E5%8D%95%E5%9B%9E%E5%BD%92%E6%A1%88%E4%BE%8B-PyTorch%E6%B1%82%E8%A7%A3 |
| lesson05-手写数字问题引入 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson05-%E6%89%8B%E5%86%99%E6%95%B0%E5%AD%97%E9%97%AE%E9%A2%98%E5%BC%95%E5%85%A5 |
| lesson05-手写数字问题引入 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson05-%E6%89%8B%E5%86%99%E6%95%B0%E5%AD%97%E9%97%AE%E9%A2%98%E5%BC%95%E5%85%A5 |
| lesson06-基本数据类型 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson06-%E5%9F%BA%E6%9C%AC%E6%95%B0%E6%8D%AE%E7%B1%BB%E5%9E%8B |
| lesson06-基本数据类型 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson06-%E5%9F%BA%E6%9C%AC%E6%95%B0%E6%8D%AE%E7%B1%BB%E5%9E%8B |
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| lesson07-创建Tensor | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson07-%E5%88%9B%E5%BB%BATensor |
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| lesson08-索引与切片 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson08-%E7%B4%A2%E5%BC%95%E4%B8%8E%E5%88%87%E7%89%87 |
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| lesson09-Tensor变换 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson09-Tensor%E5%8F%98%E6%8D%A2 |
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| lesson11-Tensor合并与分割 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson11-Tensor%E5%90%88%E5%B9%B6%E4%B8%8E%E5%88%86%E5%89%B2 |
| lesson12-Tensor运算 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson12-Tensor%E8%BF%90%E7%AE%97 |
| lesson12-Tensor运算 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson12-Tensor%E8%BF%90%E7%AE%97 |
| lesson13-Tensor统计 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson13-Tensor%E7%BB%9F%E8%AE%A1 |
| lesson13-Tensor统计 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson13-Tensor%E7%BB%9F%E8%AE%A1 |
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| lesson14-Tensor高阶 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson14-Tensor%E9%AB%98%E9%98%B6 |
| lesson16-什么是梯度 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson16-%E4%BB%80%E4%B9%88%E6%98%AF%E6%A2%AF%E5%BA%A6 |
| lesson16-什么是梯度 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson16-%E4%BB%80%E4%B9%88%E6%98%AF%E6%A2%AF%E5%BA%A6 |
| lesson17-常见梯度 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson17-%E5%B8%B8%E8%A7%81%E6%A2%AF%E5%BA%A6 |
| lesson17-常见梯度 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson17-%E5%B8%B8%E8%A7%81%E6%A2%AF%E5%BA%A6 |
| lesson18-激活函数与Loss的梯度 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson18-%E6%BF%80%E6%B4%BB%E5%87%BD%E6%95%B0%E4%B8%8ELoss%E7%9A%84%E6%A2%AF%E5%BA%A6 |
| lesson18-激活函数与Loss的梯度 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson18-%E6%BF%80%E6%B4%BB%E5%87%BD%E6%95%B0%E4%B8%8ELoss%E7%9A%84%E6%A2%AF%E5%BA%A6 |
| lesson19-感知机的梯度推导 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson19-%E6%84%9F%E7%9F%A5%E6%9C%BA%E7%9A%84%E6%A2%AF%E5%BA%A6%E6%8E%A8%E5%AF%BC |
| lesson19-感知机的梯度推导 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson19-%E6%84%9F%E7%9F%A5%E6%9C%BA%E7%9A%84%E6%A2%AF%E5%BA%A6%E6%8E%A8%E5%AF%BC |
| lesson20-链式法则 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson20-%E9%93%BE%E5%BC%8F%E6%B3%95%E5%88%99 |
| lesson20-链式法则 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson20-%E9%93%BE%E5%BC%8F%E6%B3%95%E5%88%99 |
| lesson21-MLP反向传播推导 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson21-MLP%E5%8F%8D%E5%90%91%E4%BC%A0%E6%92%AD%E6%8E%A8%E5%AF%BC |
| lesson21-MLP反向传播推导 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson21-MLP%E5%8F%8D%E5%90%91%E4%BC%A0%E6%92%AD%E6%8E%A8%E5%AF%BC |
| lesson22-优化小实例 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson22-%E4%BC%98%E5%8C%96%E5%B0%8F%E5%AE%9E%E4%BE%8B |
| lesson22-优化小实例 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson22-%E4%BC%98%E5%8C%96%E5%B0%8F%E5%AE%9E%E4%BE%8B |
| lesson24-Logistic Regression | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson24-Logistic%20Regression |
| lesson24-Logistic Regression | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson24-Logistic%20Regression |
| lesson25-交叉熵 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson25-%E4%BA%A4%E5%8F%89%E7%86%B5 |
| lesson25-交叉熵 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson25-%E4%BA%A4%E5%8F%89%E7%86%B5 |
| lesson26-LR多分类实战 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson26-LR%E5%A4%9A%E5%88%86%E7%B1%BB%E5%AE%9E%E6%88%98 |
| lesson26-LR多分类实战 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson26-LR%E5%A4%9A%E5%88%86%E7%B1%BB%E5%AE%9E%E6%88%98 |
| lesson27-MLP网络层 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson27-MLP%E7%BD%91%E7%BB%9C%E5%B1%82 |
| lesson27-MLP网络层 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson27-MLP%E7%BD%91%E7%BB%9C%E5%B1%82 |
| lesson28-激活函数与GPU加速 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson28-%E6%BF%80%E6%B4%BB%E5%87%BD%E6%95%B0%E4%B8%8EGPU%E5%8A%A0%E9%80%9F |
| lesson28-激活函数与GPU加速 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson28-%E6%BF%80%E6%B4%BB%E5%87%BD%E6%95%B0%E4%B8%8EGPU%E5%8A%A0%E9%80%9F |
| lesson29-MNIST测试 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson29-MNIST%E6%B5%8B%E8%AF%95 |
| lesson29-MNIST测试 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson29-MNIST%E6%B5%8B%E8%AF%95 |
| lesson30-Visdom可视化 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson30-Visdom%E5%8F%AF%E8%A7%86%E5%8C%96 |
| lesson30-Visdom可视化 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson30-Visdom%E5%8F%AF%E8%A7%86%E5%8C%96 |
| lesson31-过拟合与欠拟合 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson31-%E8%BF%87%E6%8B%9F%E5%90%88%E4%B8%8E%E6%AC%A0%E6%8B%9F%E5%90%88 |
| lesson31-过拟合与欠拟合 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson31-%E8%BF%87%E6%8B%9F%E5%90%88%E4%B8%8E%E6%AC%A0%E6%8B%9F%E5%90%88 |
| lesson32-Train-Val-Test-交叉验证 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson32-Train-Val-Test-%E4%BA%A4%E5%8F%89%E9%AA%8C%E8%AF%81 |
| lesson32-Train-Val-Test-交叉验证 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson32-Train-Val-Test-%E4%BA%A4%E5%8F%89%E9%AA%8C%E8%AF%81 |
| lesson33-regularization | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson33-regularization |
| lesson33-regularization | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson33-regularization |
| lesson34-动量与lr衰减 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson34-%E5%8A%A8%E9%87%8F%E4%B8%8Elr%E8%A1%B0%E5%87%8F |
| lesson34-动量与lr衰减 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson34-%E5%8A%A8%E9%87%8F%E4%B8%8Elr%E8%A1%B0%E5%87%8F |
| lesson35-early stopping, dropout, sgd | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson35-early%20stopping%2C%20dropout%2C%20sgd |
| lesson35-early stopping, dropout, sgd | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson35-early%20stopping%2C%20dropout%2C%20sgd |
| lesson37-什么是卷积 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson37-%E4%BB%80%E4%B9%88%E6%98%AF%E5%8D%B7%E7%A7%AF |
| lesson37-什么是卷积 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson37-%E4%BB%80%E4%B9%88%E6%98%AF%E5%8D%B7%E7%A7%AF |
| lesson38-卷积神经网络 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson38-%E5%8D%B7%E7%A7%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C |
| lesson38-卷积神经网络 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson38-%E5%8D%B7%E7%A7%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C |
| lesson39-Pooling&upsample | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson39-Pooling%26upsample |
| lesson39-Pooling&upsample | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson39-Pooling%26upsample |
| lesson40-BatchNorm | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson40-BatchNorm |
| lesson40-BatchNorm | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson40-BatchNorm |
| lesson41-LeNet5,AlexNet, VGG, GoogLeNet | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson41-LeNet5%2CAlexNet%2C%20VGG%2C%20GoogLeNet |
| lesson41-LeNet5,AlexNet, VGG, GoogLeNet | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson41-LeNet5%2CAlexNet%2C%20VGG%2C%20GoogLeNet |
| lesson42-ResNet | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson42-ResNet |
| lesson42-ResNet | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson42-ResNet |
| lesson43-nn.Module | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson43-nn.Module |
| lesson43-nn.Module | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson43-nn.Module |
| lesson44-数据增强 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson44-%E6%95%B0%E6%8D%AE%E5%A2%9E%E5%BC%BA |
| lesson44-数据增强 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson44-%E6%95%B0%E6%8D%AE%E5%A2%9E%E5%BC%BA |
| lesson46-时间序列表示 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson46-%E6%97%B6%E9%97%B4%E5%BA%8F%E5%88%97%E8%A1%A8%E7%A4%BA |
| lesson46-时间序列表示 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson46-%E6%97%B6%E9%97%B4%E5%BA%8F%E5%88%97%E8%A1%A8%E7%A4%BA |
| lesson47-RNN原理 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson47-RNN%E5%8E%9F%E7%90%86 |
| lesson47-RNN原理 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson47-RNN%E5%8E%9F%E7%90%86 |
| lesson48-RNN Layer使用 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson48-RNN%20Layer%E4%BD%BF%E7%94%A8 |
| lesson48-RNN Layer使用 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson48-RNN%20Layer%E4%BD%BF%E7%94%A8 |
| lesson49-时间序列预测 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson49-%E6%97%B6%E9%97%B4%E5%BA%8F%E5%88%97%E9%A2%84%E6%B5%8B |
| lesson49-时间序列预测 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson49-%E6%97%B6%E9%97%B4%E5%BA%8F%E5%88%97%E9%A2%84%E6%B5%8B |
| lesson50-RNN训练难题 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson50-RNN%E8%AE%AD%E7%BB%83%E9%9A%BE%E9%A2%98 |
| lesson50-RNN训练难题 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson50-RNN%E8%AE%AD%E7%BB%83%E9%9A%BE%E9%A2%98 |
| lesson51-LSTM原理 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson51-LSTM%E5%8E%9F%E7%90%86 |
| lesson51-LSTM原理 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson51-LSTM%E5%8E%9F%E7%90%86 |
| lesson52-LSTM Layer使用 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson52-LSTM%20Layer%E4%BD%BF%E7%94%A8 |
| lesson52-LSTM Layer使用 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson52-LSTM%20Layer%E4%BD%BF%E7%94%A8 |
| lesson53-情感分类实战 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson53-%E6%83%85%E6%84%9F%E5%88%86%E7%B1%BB%E5%AE%9E%E6%88%98 |
| lesson53-情感分类实战 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson53-%E6%83%85%E6%84%9F%E5%88%86%E7%B1%BB%E5%AE%9E%E6%88%98 |
| lesson54-61-GAN原理 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson54-61-GAN%E5%8E%9F%E7%90%86 |
| lesson54-61-GAN原理 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson54-61-GAN%E5%8E%9F%E7%90%86 |
| lesson62-65-GAN实战 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson62-65-GAN%E5%AE%9E%E6%88%98 |
| lesson62-65-GAN实战 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/lesson62-65-GAN%E5%AE%9E%E6%88%98 |
| 课程介绍 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/%E8%AF%BE%E7%A8%8B%E4%BB%8B%E7%BB%8D |
| 课程介绍 | https://patch-diff.githubusercontent.com/aiedward/DeepLearningTutorials-1/tree/master/%E8%AF%BE%E7%A8%8B%E4%BB%8B%E7%BB%8D |
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