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Title: GitHub - ponytcode/CV: ✔（已完结）最全面的深度学习笔记【土堆 Pytorch】【李沐动手学深度学习】【吴恩达深度学习】 · GitHub

Open Graph Title: GitHub - ponytcode/CV: ✔（已完结）最全面的深度学习笔记【土堆 Pytorch】【李沐动手学深度学习】【吴恩达深度学习】

X Title: GitHub - ponytcode/CV: ✔（已完结）最全面的深度学习笔记【土堆 Pytorch】【李沐动手学深度学习】【吴恩达深度学习】

Description: ✔（已完结）最全面的深度学习笔记【土堆 Pytorch】【李沐动手学深度学习】【吴恩达深度学习】 - ponytcode/CV

Open Graph Description: ✔（已完结）最全面的深度学习笔记【土堆 Pytorch】【李沐动手学深度学习】【吴恩达深度学习】 - ponytcode/CV

X Description: ✔（已完结）最全面的深度学习笔记【土堆 Pytorch】【李沐动手学深度学习】【吴恩达深度学习】 - ponytcode/CV

Opengraph URL: https://github.com/ponytcode/CV

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102_Python两大法宝.ipynb	https://github.com/ponytcode/CV/blob/main/102_Python%E4%B8%A4%E5%A4%A7%E6%B3%95%E5%AE%9D.ipynb
102_Python两大法宝.ipynb	https://github.com/ponytcode/CV/blob/main/102_Python%E4%B8%A4%E5%A4%A7%E6%B3%95%E5%AE%9D.ipynb
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104_Tensorboard使用.ipynb	https://github.com/ponytcode/CV/blob/main/104_Tensorboard%E4%BD%BF%E7%94%A8.ipynb
105_Transforms使用.ipynb	https://github.com/ponytcode/CV/blob/main/105_Transforms%E4%BD%BF%E7%94%A8.ipynb
105_Transforms使用.ipynb	https://github.com/ponytcode/CV/blob/main/105_Transforms%E4%BD%BF%E7%94%A8.ipynb
106_torchvision数据集使用.ipynb	https://github.com/ponytcode/CV/blob/main/106_torchvision%E6%95%B0%E6%8D%AE%E9%9B%86%E4%BD%BF%E7%94%A8.ipynb
106_torchvision数据集使用.ipynb	https://github.com/ponytcode/CV/blob/main/106_torchvision%E6%95%B0%E6%8D%AE%E9%9B%86%E4%BD%BF%E7%94%A8.ipynb
107_Dataloader使用.ipynb	https://github.com/ponytcode/CV/blob/main/107_Dataloader%E4%BD%BF%E7%94%A8.ipynb
107_Dataloader使用.ipynb	https://github.com/ponytcode/CV/blob/main/107_Dataloader%E4%BD%BF%E7%94%A8.ipynb
108_nn.Module模块使用.ipynb	https://github.com/ponytcode/CV/blob/main/108_nn.Module%E6%A8%A1%E5%9D%97%E4%BD%BF%E7%94%A8.ipynb
108_nn.Module模块使用.ipynb	https://github.com/ponytcode/CV/blob/main/108_nn.Module%E6%A8%A1%E5%9D%97%E4%BD%BF%E7%94%A8.ipynb
109_卷积原理.ipynb	https://github.com/ponytcode/CV/blob/main/109_%E5%8D%B7%E7%A7%AF%E5%8E%9F%E7%90%86.ipynb
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111_最大池化层.ipynb	https://github.com/ponytcode/CV/blob/main/111_%E6%9C%80%E5%A4%A7%E6%B1%A0%E5%8C%96%E5%B1%82.ipynb
111_最大池化层.ipynb	https://github.com/ponytcode/CV/blob/main/111_%E6%9C%80%E5%A4%A7%E6%B1%A0%E5%8C%96%E5%B1%82.ipynb
112_非线性激活.ipynb	https://github.com/ponytcode/CV/blob/main/112_%E9%9D%9E%E7%BA%BF%E6%80%A7%E6%BF%80%E6%B4%BB.ipynb
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113_线性层及其他层.ipynb	https://github.com/ponytcode/CV/blob/main/113_%E7%BA%BF%E6%80%A7%E5%B1%82%E5%8F%8A%E5%85%B6%E4%BB%96%E5%B1%82.ipynb
113_线性层及其他层.ipynb	https://github.com/ponytcode/CV/blob/main/113_%E7%BA%BF%E6%80%A7%E5%B1%82%E5%8F%8A%E5%85%B6%E4%BB%96%E5%B1%82.ipynb
114_搭建小实战和Sequential使用.ipynb	https://github.com/ponytcode/CV/blob/main/114_%E6%90%AD%E5%BB%BA%E5%B0%8F%E5%AE%9E%E6%88%98%E5%92%8CSequential%E4%BD%BF%E7%94%A8.ipynb
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117_网络模型使用及修改.ipynb	https://github.com/ponytcode/CV/blob/main/117_%E7%BD%91%E7%BB%9C%E6%A8%A1%E5%9E%8B%E4%BD%BF%E7%94%A8%E5%8F%8A%E4%BF%AE%E6%94%B9.ipynb
117_网络模型使用及修改.ipynb	https://github.com/ponytcode/CV/blob/main/117_%E7%BD%91%E7%BB%9C%E6%A8%A1%E5%9E%8B%E4%BD%BF%E7%94%A8%E5%8F%8A%E4%BF%AE%E6%94%B9.ipynb
118_网络模型保存与读取.ipynb	https://github.com/ponytcode/CV/blob/main/118_%E7%BD%91%E7%BB%9C%E6%A8%A1%E5%9E%8B%E4%BF%9D%E5%AD%98%E4%B8%8E%E8%AF%BB%E5%8F%96.ipynb
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119_完整模型训练套路.ipynb	https://github.com/ponytcode/CV/blob/main/119_%E5%AE%8C%E6%95%B4%E6%A8%A1%E5%9E%8B%E8%AE%AD%E7%BB%83%E5%A5%97%E8%B7%AF.ipynb
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120_利用GPU训练.ipynb	https://github.com/ponytcode/CV/blob/main/120_%E5%88%A9%E7%94%A8GPU%E8%AE%AD%E7%BB%83.ipynb
120_利用GPU训练.ipynb	https://github.com/ponytcode/CV/blob/main/120_%E5%88%A9%E7%94%A8GPU%E8%AE%AD%E7%BB%83.ipynb
121_完整模型验证套路.ipynb	https://github.com/ponytcode/CV/blob/main/121_%E5%AE%8C%E6%95%B4%E6%A8%A1%E5%9E%8B%E9%AA%8C%E8%AF%81%E5%A5%97%E8%B7%AF.ipynb
121_完整模型验证套路.ipynb	https://github.com/ponytcode/CV/blob/main/121_%E5%AE%8C%E6%95%B4%E6%A8%A1%E5%9E%8B%E9%AA%8C%E8%AF%81%E5%A5%97%E8%B7%AF.ipynb
122_查看开源项目.ipynb	https://github.com/ponytcode/CV/blob/main/122_%E6%9F%A5%E7%9C%8B%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE.ipynb
122_查看开源项目.ipynb	https://github.com/ponytcode/CV/blob/main/122_%E6%9F%A5%E7%9C%8B%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE.ipynb
200_深度学习介绍.ipynb	https://github.com/ponytcode/CV/blob/main/200_%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E4%BB%8B%E7%BB%8D.ipynb
200_深度学习介绍.ipynb	https://github.com/ponytcode/CV/blob/main/200_%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E4%BB%8B%E7%BB%8D.ipynb
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202_数据操作、数据预处理.ipynb	https://github.com/ponytcode/CV/blob/main/202_%E6%95%B0%E6%8D%AE%E6%93%8D%E4%BD%9C%E3%80%81%E6%95%B0%E6%8D%AE%E9%A2%84%E5%A4%84%E7%90%86.ipynb
202_数据操作、数据预处理.ipynb	https://github.com/ponytcode/CV/blob/main/202_%E6%95%B0%E6%8D%AE%E6%93%8D%E4%BD%9C%E3%80%81%E6%95%B0%E6%8D%AE%E9%A2%84%E5%A4%84%E7%90%86.ipynb
203_线性代数.ipynb	https://github.com/ponytcode/CV/blob/main/203_%E7%BA%BF%E6%80%A7%E4%BB%A3%E6%95%B0.ipynb
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204_矩阵计算.ipynb	https://github.com/ponytcode/CV/blob/main/204_%E7%9F%A9%E9%98%B5%E8%AE%A1%E7%AE%97.ipynb
204_矩阵计算.ipynb	https://github.com/ponytcode/CV/blob/main/204_%E7%9F%A9%E9%98%B5%E8%AE%A1%E7%AE%97.ipynb
205_自动求导.ipynb	https://github.com/ponytcode/CV/blob/main/205_%E8%87%AA%E5%8A%A8%E6%B1%82%E5%AF%BC.ipynb
205_自动求导.ipynb	https://github.com/ponytcode/CV/blob/main/205_%E8%87%AA%E5%8A%A8%E6%B1%82%E5%AF%BC.ipynb
206_线性回归、优化算法.ipynb	https://github.com/ponytcode/CV/blob/main/206_%E7%BA%BF%E6%80%A7%E5%9B%9E%E5%BD%92%E3%80%81%E4%BC%98%E5%8C%96%E7%AE%97%E6%B3%95.ipynb
206_线性回归、优化算法.ipynb	https://github.com/ponytcode/CV/blob/main/206_%E7%BA%BF%E6%80%A7%E5%9B%9E%E5%BD%92%E3%80%81%E4%BC%98%E5%8C%96%E7%AE%97%E6%B3%95.ipynb
207_Softmax回归、损失函数、分类.ipynb	https://github.com/ponytcode/CV/blob/main/207_Softmax%E5%9B%9E%E5%BD%92%E3%80%81%E6%8D%9F%E5%A4%B1%E5%87%BD%E6%95%B0%E3%80%81%E5%88%86%E7%B1%BB.ipynb
207_Softmax回归、损失函数、分类.ipynb	https://github.com/ponytcode/CV/blob/main/207_Softmax%E5%9B%9E%E5%BD%92%E3%80%81%E6%8D%9F%E5%A4%B1%E5%87%BD%E6%95%B0%E3%80%81%E5%88%86%E7%B1%BB.ipynb
208_多层感知机.ipynb	https://github.com/ponytcode/CV/blob/main/208_%E5%A4%9A%E5%B1%82%E6%84%9F%E7%9F%A5%E6%9C%BA.ipynb
208_多层感知机.ipynb	https://github.com/ponytcode/CV/blob/main/208_%E5%A4%9A%E5%B1%82%E6%84%9F%E7%9F%A5%E6%9C%BA.ipynb
209_模型选择、过拟合、欠拟合.ipynb	https://github.com/ponytcode/CV/blob/main/209_%E6%A8%A1%E5%9E%8B%E9%80%89%E6%8B%A9%E3%80%81%E8%BF%87%E6%8B%9F%E5%90%88%E3%80%81%E6%AC%A0%E6%8B%9F%E5%90%88.ipynb
209_模型选择、过拟合、欠拟合.ipynb	https://github.com/ponytcode/CV/blob/main/209_%E6%A8%A1%E5%9E%8B%E9%80%89%E6%8B%A9%E3%80%81%E8%BF%87%E6%8B%9F%E5%90%88%E3%80%81%E6%AC%A0%E6%8B%9F%E5%90%88.ipynb
210_权重衰退.ipynb	https://github.com/ponytcode/CV/blob/main/210_%E6%9D%83%E9%87%8D%E8%A1%B0%E9%80%80.ipynb
210_权重衰退.ipynb	https://github.com/ponytcode/CV/blob/main/210_%E6%9D%83%E9%87%8D%E8%A1%B0%E9%80%80.ipynb
211_丢弃法.ipynb	https://github.com/ponytcode/CV/blob/main/211_%E4%B8%A2%E5%BC%83%E6%B3%95.ipynb
211_丢弃法.ipynb	https://github.com/ponytcode/CV/blob/main/211_%E4%B8%A2%E5%BC%83%E6%B3%95.ipynb
212_数值稳定性、模型初始化、激活函数.ipynb	https://github.com/ponytcode/CV/blob/main/212_%E6%95%B0%E5%80%BC%E7%A8%B3%E5%AE%9A%E6%80%A7%E3%80%81%E6%A8%A1%E5%9E%8B%E5%88%9D%E5%A7%8B%E5%8C%96%E3%80%81%E6%BF%80%E6%B4%BB%E5%87%BD%E6%95%B0.ipynb
212_数值稳定性、模型初始化、激活函数.ipynb	https://github.com/ponytcode/CV/blob/main/212_%E6%95%B0%E5%80%BC%E7%A8%B3%E5%AE%9A%E6%80%A7%E3%80%81%E6%A8%A1%E5%9E%8B%E5%88%9D%E5%A7%8B%E5%8C%96%E3%80%81%E6%BF%80%E6%B4%BB%E5%87%BD%E6%95%B0.ipynb
213_Kaggle房价预测.ipynb	https://github.com/ponytcode/CV/blob/main/213_Kaggle%E6%88%BF%E4%BB%B7%E9%A2%84%E6%B5%8B.ipynb
213_Kaggle房价预测.ipynb	https://github.com/ponytcode/CV/blob/main/213_Kaggle%E6%88%BF%E4%BB%B7%E9%A2%84%E6%B5%8B.ipynb
214_PyTorch神经网络基础.ipynb	https://github.com/ponytcode/CV/blob/main/214_PyTorch%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%E5%9F%BA%E7%A1%80.ipynb
214_PyTorch神经网络基础.ipynb	https://github.com/ponytcode/CV/blob/main/214_PyTorch%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%E5%9F%BA%E7%A1%80.ipynb
215_使用购买GPU.ipynb	https://github.com/ponytcode/CV/blob/main/215_%E4%BD%BF%E7%94%A8%E8%B4%AD%E4%B9%B0GPU.ipynb
215_使用购买GPU.ipynb	https://github.com/ponytcode/CV/blob/main/215_%E4%BD%BF%E7%94%A8%E8%B4%AD%E4%B9%B0GPU.ipynb
216_卷积层.ipynb	https://github.com/ponytcode/CV/blob/main/216_%E5%8D%B7%E7%A7%AF%E5%B1%82.ipynb
216_卷积层.ipynb	https://github.com/ponytcode/CV/blob/main/216_%E5%8D%B7%E7%A7%AF%E5%B1%82.ipynb
217_卷积层里的填充和步幅.ipynb	https://github.com/ponytcode/CV/blob/main/217_%E5%8D%B7%E7%A7%AF%E5%B1%82%E9%87%8C%E7%9A%84%E5%A1%AB%E5%85%85%E5%92%8C%E6%AD%A5%E5%B9%85.ipynb
217_卷积层里的填充和步幅.ipynb	https://github.com/ponytcode/CV/blob/main/217_%E5%8D%B7%E7%A7%AF%E5%B1%82%E9%87%8C%E7%9A%84%E5%A1%AB%E5%85%85%E5%92%8C%E6%AD%A5%E5%B9%85.ipynb
218_卷积层里的多输入多输出通道.ipynb	https://github.com/ponytcode/CV/blob/main/218_%E5%8D%B7%E7%A7%AF%E5%B1%82%E9%87%8C%E7%9A%84%E5%A4%9A%E8%BE%93%E5%85%A5%E5%A4%9A%E8%BE%93%E5%87%BA%E9%80%9A%E9%81%93.ipynb
218_卷积层里的多输入多输出通道.ipynb	https://github.com/ponytcode/CV/blob/main/218_%E5%8D%B7%E7%A7%AF%E5%B1%82%E9%87%8C%E7%9A%84%E5%A4%9A%E8%BE%93%E5%85%A5%E5%A4%9A%E8%BE%93%E5%87%BA%E9%80%9A%E9%81%93.ipynb
219_池化层.ipynb	https://github.com/ponytcode/CV/blob/main/219_%E6%B1%A0%E5%8C%96%E5%B1%82.ipynb
219_池化层.ipynb	https://github.com/ponytcode/CV/blob/main/219_%E6%B1%A0%E5%8C%96%E5%B1%82.ipynb
220_经典神经网络LeNet.ipynb	https://github.com/ponytcode/CV/blob/main/220_%E7%BB%8F%E5%85%B8%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9CLeNet.ipynb
220_经典神经网络LeNet.ipynb	https://github.com/ponytcode/CV/blob/main/220_%E7%BB%8F%E5%85%B8%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9CLeNet.ipynb
221_深度卷积神经网络AlexNet.ipynb	https://github.com/ponytcode/CV/blob/main/221_%E6%B7%B1%E5%BA%A6%E5%8D%B7%E7%A7%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9CAlexNet.ipynb
221_深度卷积神经网络AlexNet.ipynb	https://github.com/ponytcode/CV/blob/main/221_%E6%B7%B1%E5%BA%A6%E5%8D%B7%E7%A7%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9CAlexNet.ipynb
222_使用块的网络VGG.ipynb	https://github.com/ponytcode/CV/blob/main/222_%E4%BD%BF%E7%94%A8%E5%9D%97%E7%9A%84%E7%BD%91%E7%BB%9CVGG.ipynb
222_使用块的网络VGG.ipynb	https://github.com/ponytcode/CV/blob/main/222_%E4%BD%BF%E7%94%A8%E5%9D%97%E7%9A%84%E7%BD%91%E7%BB%9CVGG.ipynb
223_网络中的网络NiN.ipynb	https://github.com/ponytcode/CV/blob/main/223_%E7%BD%91%E7%BB%9C%E4%B8%AD%E7%9A%84%E7%BD%91%E7%BB%9CNiN.ipynb
223_网络中的网络NiN.ipynb	https://github.com/ponytcode/CV/blob/main/223_%E7%BD%91%E7%BB%9C%E4%B8%AD%E7%9A%84%E7%BD%91%E7%BB%9CNiN.ipynb
224_合并行连接的网络GoogLeNet.ipynb	https://github.com/ponytcode/CV/blob/main/224_%E5%90%88%E5%B9%B6%E8%A1%8C%E8%BF%9E%E6%8E%A5%E7%9A%84%E7%BD%91%E7%BB%9CGoogLeNet.ipynb
224_合并行连接的网络GoogLeNet.ipynb	https://github.com/ponytcode/CV/blob/main/224_%E5%90%88%E5%B9%B6%E8%A1%8C%E8%BF%9E%E6%8E%A5%E7%9A%84%E7%BD%91%E7%BB%9CGoogLeNet.ipynb
225_批量归一化.ipynb	https://github.com/ponytcode/CV/blob/main/225_%E6%89%B9%E9%87%8F%E5%BD%92%E4%B8%80%E5%8C%96.ipynb
225_批量归一化.ipynb	https://github.com/ponytcode/CV/blob/main/225_%E6%89%B9%E9%87%8F%E5%BD%92%E4%B8%80%E5%8C%96.ipynb
226_残差神经网络ResNet.ipynb	https://github.com/ponytcode/CV/blob/main/226_%E6%AE%8B%E5%B7%AE%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9CResNet.ipynb
226_残差神经网络ResNet.ipynb	https://github.com/ponytcode/CV/blob/main/226_%E6%AE%8B%E5%B7%AE%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9CResNet.ipynb
227_深度学习硬件CPU和GPU.ipynb	https://github.com/ponytcode/CV/blob/main/227_%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E7%A1%AC%E4%BB%B6CPU%E5%92%8CGPU.ipynb
227_深度学习硬件CPU和GPU.ipynb	https://github.com/ponytcode/CV/blob/main/227_%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E7%A1%AC%E4%BB%B6CPU%E5%92%8CGPU.ipynb
228_深度学习硬件TPU和其他.ipynb	https://github.com/ponytcode/CV/blob/main/228_%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E7%A1%AC%E4%BB%B6TPU%E5%92%8C%E5%85%B6%E4%BB%96.ipynb
228_深度学习硬件TPU和其他.ipynb	https://github.com/ponytcode/CV/blob/main/228_%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E7%A1%AC%E4%BB%B6TPU%E5%92%8C%E5%85%B6%E4%BB%96.ipynb
229_单机多卡并行.ipynb	https://github.com/ponytcode/CV/blob/main/229_%E5%8D%95%E6%9C%BA%E5%A4%9A%E5%8D%A1%E5%B9%B6%E8%A1%8C.ipynb
229_单机多卡并行.ipynb	https://github.com/ponytcode/CV/blob/main/229_%E5%8D%95%E6%9C%BA%E5%A4%9A%E5%8D%A1%E5%B9%B6%E8%A1%8C.ipynb
230_多GPU训练实现.ipynb	https://github.com/ponytcode/CV/blob/main/230_%E5%A4%9AGPU%E8%AE%AD%E7%BB%83%E5%AE%9E%E7%8E%B0.ipynb
230_多GPU训练实现.ipynb	https://github.com/ponytcode/CV/blob/main/230_%E5%A4%9AGPU%E8%AE%AD%E7%BB%83%E5%AE%9E%E7%8E%B0.ipynb
231_分布式训练.ipynb	https://github.com/ponytcode/CV/blob/main/231_%E5%88%86%E5%B8%83%E5%BC%8F%E8%AE%AD%E7%BB%83.ipynb
231_分布式训练.ipynb	https://github.com/ponytcode/CV/blob/main/231_%E5%88%86%E5%B8%83%E5%BC%8F%E8%AE%AD%E7%BB%83.ipynb
232_数据增广.ipynb	https://github.com/ponytcode/CV/blob/main/232_%E6%95%B0%E6%8D%AE%E5%A2%9E%E5%B9%BF.ipynb
232_数据增广.ipynb	https://github.com/ponytcode/CV/blob/main/232_%E6%95%B0%E6%8D%AE%E5%A2%9E%E5%B9%BF.ipynb
233_微调.ipynb	https://github.com/ponytcode/CV/blob/main/233_%E5%BE%AE%E8%B0%83.ipynb
233_微调.ipynb	https://github.com/ponytcode/CV/blob/main/233_%E5%BE%AE%E8%B0%83.ipynb
234_实战Kaggle比赛图像分类CIFAR10.ipynb	https://github.com/ponytcode/CV/blob/main/234_%E5%AE%9E%E6%88%98Kaggle%E6%AF%94%E8%B5%9B%E5%9B%BE%E5%83%8F%E5%88%86%E7%B1%BBCIFAR10.ipynb
234_实战Kaggle比赛图像分类CIFAR10.ipynb	https://github.com/ponytcode/CV/blob/main/234_%E5%AE%9E%E6%88%98Kaggle%E6%AF%94%E8%B5%9B%E5%9B%BE%E5%83%8F%E5%88%86%E7%B1%BBCIFAR10.ipynb
235_实战Kaggle比赛狗的品种识别ImageNetDogs.ipynb	https://github.com/ponytcode/CV/blob/main/235_%E5%AE%9E%E6%88%98Kaggle%E6%AF%94%E8%B5%9B%E7%8B%97%E7%9A%84%E5%93%81%E7%A7%8D%E8%AF%86%E5%88%ABImageNetDogs.ipynb
235_实战Kaggle比赛狗的品种识别ImageNetDogs.ipynb	https://github.com/ponytcode/CV/blob/main/235_%E5%AE%9E%E6%88%98Kaggle%E6%AF%94%E8%B5%9B%E7%8B%97%E7%9A%84%E5%93%81%E7%A7%8D%E8%AF%86%E5%88%ABImageNetDogs.ipynb
236_物体检测和数据集.ipynb	https://github.com/ponytcode/CV/blob/main/236_%E7%89%A9%E4%BD%93%E6%A3%80%E6%B5%8B%E5%92%8C%E6%95%B0%E6%8D%AE%E9%9B%86.ipynb
236_物体检测和数据集.ipynb	https://github.com/ponytcode/CV/blob/main/236_%E7%89%A9%E4%BD%93%E6%A3%80%E6%B5%8B%E5%92%8C%E6%95%B0%E6%8D%AE%E9%9B%86.ipynb
237_锚框.ipynb	https://github.com/ponytcode/CV/blob/main/237_%E9%94%9A%E6%A1%86.ipynb
237_锚框.ipynb	https://github.com/ponytcode/CV/blob/main/237_%E9%94%9A%E6%A1%86.ipynb
238_树叶分类竞赛技术总结.ipynb	https://github.com/ponytcode/CV/blob/main/238_%E6%A0%91%E5%8F%B6%E5%88%86%E7%B1%BB%E7%AB%9E%E8%B5%9B%E6%8A%80%E6%9C%AF%E6%80%BB%E7%BB%93.ipynb
238_树叶分类竞赛技术总结.ipynb	https://github.com/ponytcode/CV/blob/main/238_%E6%A0%91%E5%8F%B6%E5%88%86%E7%B1%BB%E7%AB%9E%E8%B5%9B%E6%8A%80%E6%9C%AF%E6%80%BB%E7%BB%93.ipynb
239_物体检测算法R-CNN、SSD、YOLO.ipynb	https://github.com/ponytcode/CV/blob/main/239_%E7%89%A9%E4%BD%93%E6%A3%80%E6%B5%8B%E7%AE%97%E6%B3%95R-CNN%E3%80%81SSD%E3%80%81YOLO.ipynb
239_物体检测算法R-CNN、SSD、YOLO.ipynb	https://github.com/ponytcode/CV/blob/main/239_%E7%89%A9%E4%BD%93%E6%A3%80%E6%B5%8B%E7%AE%97%E6%B3%95R-CNN%E3%80%81SSD%E3%80%81YOLO.ipynb
240_SSD实现.ipynb	https://github.com/ponytcode/CV/blob/main/240_SSD%E5%AE%9E%E7%8E%B0.ipynb
240_SSD实现.ipynb	https://github.com/ponytcode/CV/blob/main/240_SSD%E5%AE%9E%E7%8E%B0.ipynb
241_语义分割和数据集.ipynb	https://github.com/ponytcode/CV/blob/main/241_%E8%AF%AD%E4%B9%89%E5%88%86%E5%89%B2%E5%92%8C%E6%95%B0%E6%8D%AE%E9%9B%86.ipynb
241_语义分割和数据集.ipynb	https://github.com/ponytcode/CV/blob/main/241_%E8%AF%AD%E4%B9%89%E5%88%86%E5%89%B2%E5%92%8C%E6%95%B0%E6%8D%AE%E9%9B%86.ipynb
242_转置卷积.ipynb	https://github.com/ponytcode/CV/blob/main/242_%E8%BD%AC%E7%BD%AE%E5%8D%B7%E7%A7%AF.ipynb
242_转置卷积.ipynb	https://github.com/ponytcode/CV/blob/main/242_%E8%BD%AC%E7%BD%AE%E5%8D%B7%E7%A7%AF.ipynb
243_转置卷积是一种卷积.ipynb	https://github.com/ponytcode/CV/blob/main/243_%E8%BD%AC%E7%BD%AE%E5%8D%B7%E7%A7%AF%E6%98%AF%E4%B8%80%E7%A7%8D%E5%8D%B7%E7%A7%AF.ipynb
243_转置卷积是一种卷积.ipynb	https://github.com/ponytcode/CV/blob/main/243_%E8%BD%AC%E7%BD%AE%E5%8D%B7%E7%A7%AF%E6%98%AF%E4%B8%80%E7%A7%8D%E5%8D%B7%E7%A7%AF.ipynb
244_全连接卷积神经网络FCN.ipynb	https://github.com/ponytcode/CV/blob/main/244_%E5%85%A8%E8%BF%9E%E6%8E%A5%E5%8D%B7%E7%A7%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9CFCN.ipynb
244_全连接卷积神经网络FCN.ipynb	https://github.com/ponytcode/CV/blob/main/244_%E5%85%A8%E8%BF%9E%E6%8E%A5%E5%8D%B7%E7%A7%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9CFCN.ipynb
245_样式迁移.ipynb	https://github.com/ponytcode/CV/blob/main/245_%E6%A0%B7%E5%BC%8F%E8%BF%81%E7%A7%BB.ipynb
245_样式迁移.ipynb	https://github.com/ponytcode/CV/blob/main/245_%E6%A0%B7%E5%BC%8F%E8%BF%81%E7%A7%BB.ipynb
246_序列模型.ipynb	https://github.com/ponytcode/CV/blob/main/246_%E5%BA%8F%E5%88%97%E6%A8%A1%E5%9E%8B.ipynb
246_序列模型.ipynb	https://github.com/ponytcode/CV/blob/main/246_%E5%BA%8F%E5%88%97%E6%A8%A1%E5%9E%8B.ipynb
247_文本预处理.ipynb	https://github.com/ponytcode/CV/blob/main/247_%E6%96%87%E6%9C%AC%E9%A2%84%E5%A4%84%E7%90%86.ipynb
247_文本预处理.ipynb	https://github.com/ponytcode/CV/blob/main/247_%E6%96%87%E6%9C%AC%E9%A2%84%E5%A4%84%E7%90%86.ipynb
248_语言模型.ipynb	https://github.com/ponytcode/CV/blob/main/248_%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B.ipynb
248_语言模型.ipynb	https://github.com/ponytcode/CV/blob/main/248_%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B.ipynb
249_循环神经网络RNN.ipynb	https://github.com/ponytcode/CV/blob/main/249_%E5%BE%AA%E7%8E%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9CRNN.ipynb
249_循环神经网络RNN.ipynb	https://github.com/ponytcode/CV/blob/main/249_%E5%BE%AA%E7%8E%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9CRNN.ipynb
250_循环神经网络RNN的实现.ipynb	https://github.com/ponytcode/CV/blob/main/250_%E5%BE%AA%E7%8E%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9CRNN%E7%9A%84%E5%AE%9E%E7%8E%B0.ipynb
250_循环神经网络RNN的实现.ipynb	https://github.com/ponytcode/CV/blob/main/250_%E5%BE%AA%E7%8E%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9CRNN%E7%9A%84%E5%AE%9E%E7%8E%B0.ipynb
251_门控循环单元GRU.ipynb	https://github.com/ponytcode/CV/blob/main/251_%E9%97%A8%E6%8E%A7%E5%BE%AA%E7%8E%AF%E5%8D%95%E5%85%83GRU.ipynb
251_门控循环单元GRU.ipynb	https://github.com/ponytcode/CV/blob/main/251_%E9%97%A8%E6%8E%A7%E5%BE%AA%E7%8E%AF%E5%8D%95%E5%85%83GRU.ipynb
252_长短期记忆网络LSTM.ipynb	https://github.com/ponytcode/CV/blob/main/252_%E9%95%BF%E7%9F%AD%E6%9C%9F%E8%AE%B0%E5%BF%86%E7%BD%91%E7%BB%9CLSTM.ipynb
252_长短期记忆网络LSTM.ipynb	https://github.com/ponytcode/CV/blob/main/252_%E9%95%BF%E7%9F%AD%E6%9C%9F%E8%AE%B0%E5%BF%86%E7%BD%91%E7%BB%9CLSTM.ipynb
253_深层循环神经网络.ipynb	https://github.com/ponytcode/CV/blob/main/253_%E6%B7%B1%E5%B1%82%E5%BE%AA%E7%8E%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C.ipynb
253_深层循环神经网络.ipynb	https://github.com/ponytcode/CV/blob/main/253_%E6%B7%B1%E5%B1%82%E5%BE%AA%E7%8E%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C.ipynb
254_双向循环神经网络.ipynb	https://github.com/ponytcode/CV/blob/main/254_%E5%8F%8C%E5%90%91%E5%BE%AA%E7%8E%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C.ipynb
254_双向循环神经网络.ipynb	https://github.com/ponytcode/CV/blob/main/254_%E5%8F%8C%E5%90%91%E5%BE%AA%E7%8E%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C.ipynb
255_机器翻译数据集.ipynb	https://github.com/ponytcode/CV/blob/main/255_%E6%9C%BA%E5%99%A8%E7%BF%BB%E8%AF%91%E6%95%B0%E6%8D%AE%E9%9B%86.ipynb
255_机器翻译数据集.ipynb	https://github.com/ponytcode/CV/blob/main/255_%E6%9C%BA%E5%99%A8%E7%BF%BB%E8%AF%91%E6%95%B0%E6%8D%AE%E9%9B%86.ipynb
256_编码器解码器架构.ipynb	https://github.com/ponytcode/CV/blob/main/256_%E7%BC%96%E7%A0%81%E5%99%A8%E8%A7%A3%E7%A0%81%E5%99%A8%E6%9E%B6%E6%9E%84.ipynb
256_编码器解码器架构.ipynb	https://github.com/ponytcode/CV/blob/main/256_%E7%BC%96%E7%A0%81%E5%99%A8%E8%A7%A3%E7%A0%81%E5%99%A8%E6%9E%B6%E6%9E%84.ipynb
257_序列到序列学习seq2seq.ipynb	https://github.com/ponytcode/CV/blob/main/257_%E5%BA%8F%E5%88%97%E5%88%B0%E5%BA%8F%E5%88%97%E5%AD%A6%E4%B9%A0seq2seq.ipynb
257_序列到序列学习seq2seq.ipynb	https://github.com/ponytcode/CV/blob/main/257_%E5%BA%8F%E5%88%97%E5%88%B0%E5%BA%8F%E5%88%97%E5%AD%A6%E4%B9%A0seq2seq.ipynb
258_束搜索.ipynb	https://github.com/ponytcode/CV/blob/main/258_%E6%9D%9F%E6%90%9C%E7%B4%A2.ipynb
258_束搜索.ipynb	https://github.com/ponytcode/CV/blob/main/258_%E6%9D%9F%E6%90%9C%E7%B4%A2.ipynb
259_注意力机制.ipynb	https://github.com/ponytcode/CV/blob/main/259_%E6%B3%A8%E6%84%8F%E5%8A%9B%E6%9C%BA%E5%88%B6.ipynb
259_注意力机制.ipynb	https://github.com/ponytcode/CV/blob/main/259_%E6%B3%A8%E6%84%8F%E5%8A%9B%E6%9C%BA%E5%88%B6.ipynb
260_注意力分数.ipynb	https://github.com/ponytcode/CV/blob/main/260_%E6%B3%A8%E6%84%8F%E5%8A%9B%E5%88%86%E6%95%B0.ipynb
260_注意力分数.ipynb	https://github.com/ponytcode/CV/blob/main/260_%E6%B3%A8%E6%84%8F%E5%8A%9B%E5%88%86%E6%95%B0.ipynb
261_使用注意力机制的seq2seq.ipynb	https://github.com/ponytcode/CV/blob/main/261_%E4%BD%BF%E7%94%A8%E6%B3%A8%E6%84%8F%E5%8A%9B%E6%9C%BA%E5%88%B6%E7%9A%84seq2seq.ipynb
261_使用注意力机制的seq2seq.ipynb	https://github.com/ponytcode/CV/blob/main/261_%E4%BD%BF%E7%94%A8%E6%B3%A8%E6%84%8F%E5%8A%9B%E6%9C%BA%E5%88%B6%E7%9A%84seq2seq.ipynb
262_自注意力.ipynb	https://github.com/ponytcode/CV/blob/main/262_%E8%87%AA%E6%B3%A8%E6%84%8F%E5%8A%9B.ipynb
262_自注意力.ipynb	https://github.com/ponytcode/CV/blob/main/262_%E8%87%AA%E6%B3%A8%E6%84%8F%E5%8A%9B.ipynb
263_Transformer.ipynb	https://github.com/ponytcode/CV/blob/main/263_Transformer.ipynb
263_Transformer.ipynb	https://github.com/ponytcode/CV/blob/main/263_Transformer.ipynb
264_BERT预训练.ipynb	https://github.com/ponytcode/CV/blob/main/264_BERT%E9%A2%84%E8%AE%AD%E7%BB%83.ipynb
264_BERT预训练.ipynb	https://github.com/ponytcode/CV/blob/main/264_BERT%E9%A2%84%E8%AE%AD%E7%BB%83.ipynb
265_BERT微调.ipynb	https://github.com/ponytcode/CV/blob/main/265_BERT%E5%BE%AE%E8%B0%83.ipynb
265_BERT微调.ipynb	https://github.com/ponytcode/CV/blob/main/265_BERT%E5%BE%AE%E8%B0%83.ipynb
266_目标检测竞赛总结.ipynb	https://github.com/ponytcode/CV/blob/main/266_%E7%9B%AE%E6%A0%87%E6%A3%80%E6%B5%8B%E7%AB%9E%E8%B5%9B%E6%80%BB%E7%BB%93.ipynb
266_目标检测竞赛总结.ipynb	https://github.com/ponytcode/CV/blob/main/266_%E7%9B%AE%E6%A0%87%E6%A3%80%E6%B5%8B%E7%AB%9E%E8%B5%9B%E6%80%BB%E7%BB%93.ipynb
267_优化算法.ipynb	https://github.com/ponytcode/CV/blob/main/267_%E4%BC%98%E5%8C%96%E7%AE%97%E6%B3%95.ipynb
267_优化算法.ipynb	https://github.com/ponytcode/CV/blob/main/267_%E4%BC%98%E5%8C%96%E7%AE%97%E6%B3%95.ipynb
268_课程总结和进阶学习.ipynb	https://github.com/ponytcode/CV/blob/main/268_%E8%AF%BE%E7%A8%8B%E6%80%BB%E7%BB%93%E5%92%8C%E8%BF%9B%E9%98%B6%E5%AD%A6%E4%B9%A0.ipynb
268_课程总结和进阶学习.ipynb	https://github.com/ponytcode/CV/blob/main/268_%E8%AF%BE%E7%A8%8B%E6%80%BB%E7%BB%93%E5%92%8C%E8%BF%9B%E9%98%B6%E5%AD%A6%E4%B9%A0.ipynb
300_配置版本.ipynb	https://github.com/ponytcode/CV/blob/main/300_%E9%85%8D%E7%BD%AE%E7%89%88%E6%9C%AC.ipynb
300_配置版本.ipynb	https://github.com/ponytcode/CV/blob/main/300_%E9%85%8D%E7%BD%AE%E7%89%88%E6%9C%AC.ipynb
301_课程1_第1周_深度学习概述.ipynb	https://github.com/ponytcode/CV/blob/main/301_%E8%AF%BE%E7%A8%8B1_%E7%AC%AC1%E5%91%A8_%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E6%A6%82%E8%BF%B0.ipynb
301_课程1_第1周_深度学习概述.ipynb	https://github.com/ponytcode/CV/blob/main/301_%E8%AF%BE%E7%A8%8B1_%E7%AC%AC1%E5%91%A8_%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E6%A6%82%E8%BF%B0.ipynb
302_课程1_第2周a_神经网络基础之逻辑回归.ipynb	https://github.com/ponytcode/CV/blob/main/302_%E8%AF%BE%E7%A8%8B1_%E7%AC%AC2%E5%91%A8a_%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%E5%9F%BA%E7%A1%80%E4%B9%8B%E9%80%BB%E8%BE%91%E5%9B%9E%E5%BD%92.ipynb
302_课程1_第2周a_神经网络基础之逻辑回归.ipynb	https://github.com/ponytcode/CV/blob/main/302_%E8%AF%BE%E7%A8%8B1_%E7%AC%AC2%E5%91%A8a_%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%E5%9F%BA%E7%A1%80%E4%B9%8B%E9%80%BB%E8%BE%91%E5%9B%9E%E5%BD%92.ipynb
303_课程1_第2周b_神经网络基础之Python与向量化.ipynb	https://github.com/ponytcode/CV/blob/main/303_%E8%AF%BE%E7%A8%8B1_%E7%AC%AC2%E5%91%A8b_%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%E5%9F%BA%E7%A1%80%E4%B9%8BPython%E4%B8%8E%E5%90%91%E9%87%8F%E5%8C%96.ipynb
303_课程1_第2周b_神经网络基础之Python与向量化.ipynb	https://github.com/ponytcode/CV/blob/main/303_%E8%AF%BE%E7%A8%8B1_%E7%AC%AC2%E5%91%A8b_%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%E5%9F%BA%E7%A1%80%E4%B9%8BPython%E4%B8%8E%E5%90%91%E9%87%8F%E5%8C%96.ipynb
304_课程1_第3周_浅层神经网络.ipynb	https://github.com/ponytcode/CV/blob/main/304_%E8%AF%BE%E7%A8%8B1_%E7%AC%AC3%E5%91%A8_%E6%B5%85%E5%B1%82%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C.ipynb
304_课程1_第3周_浅层神经网络.ipynb	https://github.com/ponytcode/CV/blob/main/304_%E8%AF%BE%E7%A8%8B1_%E7%AC%AC3%E5%91%A8_%E6%B5%85%E5%B1%82%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C.ipynb
305_课程1_第4周_深层神经网络.ipynb	https://github.com/ponytcode/CV/blob/main/305_%E8%AF%BE%E7%A8%8B1_%E7%AC%AC4%E5%91%A8_%E6%B7%B1%E5%B1%82%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C.ipynb
305_课程1_第4周_深层神经网络.ipynb	https://github.com/ponytcode/CV/blob/main/305_%E8%AF%BE%E7%A8%8B1_%E7%AC%AC4%E5%91%A8_%E6%B7%B1%E5%B1%82%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C.ipynb
306_课程1_第1周_测验题.ipynb	https://github.com/ponytcode/CV/blob/main/306_%E8%AF%BE%E7%A8%8B1_%E7%AC%AC1%E5%91%A8_%E6%B5%8B%E9%AA%8C%E9%A2%98.ipynb
306_课程1_第1周_测验题.ipynb	https://github.com/ponytcode/CV/blob/main/306_%E8%AF%BE%E7%A8%8B1_%E7%AC%AC1%E5%91%A8_%E6%B5%8B%E9%AA%8C%E9%A2%98.ipynb
307_课程1_第2周_测验题.ipynb	https://github.com/ponytcode/CV/blob/main/307_%E8%AF%BE%E7%A8%8B1_%E7%AC%AC2%E5%91%A8_%E6%B5%8B%E9%AA%8C%E9%A2%98.ipynb
307_课程1_第2周_测验题.ipynb	https://github.com/ponytcode/CV/blob/main/307_%E8%AF%BE%E7%A8%8B1_%E7%AC%AC2%E5%91%A8_%E6%B5%8B%E9%AA%8C%E9%A2%98.ipynb
README	https://github.com/ponytcode/CV
	https://github.com/ponytcode/CV#最全面的-深度学习-笔记包含cvnlp
https://www.bilibili.com/video/BV1hE411t7RN?spm_id_from=333.337.search-card.all.click	https://www.bilibili.com/video/BV1hE411t7RN?spm_id_from=333.337.search-card.all.click
https://space.bilibili.com/1567748478/channel/seriesdetail?sid=358497	https://space.bilibili.com/1567748478/lists/358497?type=series
https://www.bilibili.com/video/BV1FT4y1E74V?spm_id_from=333.337.search-card.all.click&vd_source=c9745e4447536b28b2b0735071d30bd6	https://www.bilibili.com/video/BV1FT4y1E74V?spm_id_from=333.337.search-card.all.click&vd_source=c9745e4447536b28b2b0735071d30bd6
https://pan.baidu.com/s/1jQQ8WyCZUJED0eWMeuXYVg	https://pan.baidu.com/s/1jQQ8WyCZUJED0eWMeuXYVg%C2%A0
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https://github.com/AccumulateMore	https://github.com/AccumulateMore
https://www.bilibili.com/video/BV1xM4m1m7vA/?spm_id_from=333.999.0.0&vd_source=c9745e4447536b28b2b0735071d30bd6	https://www.bilibili.com/video/BV1xM4m1m7vA/?spm_id_from=333.999.0.0&vd_source=c9745e4447536b28b2b0735071d30bd6
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www.bilibili.com/video/BV1xM4m1m7vA/?spm_id_from=333.999.0.0&vd_source=c9745e4447536b28b2b0735071d30bd6	https://www.bilibili.com/video/BV1xM4m1m7vA/?spm_id_from=333.999.0.0&vd_source=c9745e4447536b28b2b0735071d30bd6
Readme	https://github.com/ponytcode/CV#readme-ov-file
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