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Title: GitHub - Milko-R/Deep-Learning-with-PyTorch-Tutorials: 深度学习与PyTorch入门实战视频教程配套源代码和PPT

Open Graph Title: GitHub - Milko-R/Deep-Learning-with-PyTorch-Tutorials: 深度学习与PyTorch入门实战视频教程配套源代码和PPT

X Title: GitHub - Milko-R/Deep-Learning-with-PyTorch-Tutorials: 深度学习与PyTorch入门实战视频教程配套源代码和PPT

Description: 深度学习与PyTorch入门实战视频教程配套源代码和PPT. Contribute to Milko-R/Deep-Learning-with-PyTorch-Tutorials development by creating an account on GitHub.

Open Graph Description: 深度学习与PyTorch入门实战视频教程配套源代码和PPT. Contribute to Milko-R/Deep-Learning-with-PyTorch-Tutorials development by creating an account on GitHub.

X Description: 深度学习与PyTorch入门实战视频教程配套源代码和PPT. Contribute to Milko-R/Deep-Learning-with-PyTorch-Tutorials development by creating an account on GitHub.

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lesson01-PyTorch初见	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson01-PyTorch%E5%88%9D%E8%A7%81
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lesson04-简单回归案例实战	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson04-%E7%AE%80%E5%8D%95%E5%9B%9E%E5%BD%92%E6%A1%88%E4%BE%8B%E5%AE%9E%E6%88%98
lesson04-简单回归案例实战	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson04-%E7%AE%80%E5%8D%95%E5%9B%9E%E5%BD%92%E6%A1%88%E4%BE%8B%E5%AE%9E%E6%88%98
lesson05-手写数字问题	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson05-%E6%89%8B%E5%86%99%E6%95%B0%E5%AD%97%E9%97%AE%E9%A2%98
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lesson18-激活函数与Loss的梯度	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/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
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lesson19-感知机的梯度推导	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/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://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/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
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lesson24-Logistic Regression	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson24-Logistic%20Regression
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lesson25-交叉熵	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson25-%E4%BA%A4%E5%8F%89%E7%86%B5
lesson26-LR多分类实战	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/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://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/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://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson27-MLP%E7%BD%91%E7%BB%9C%E5%B1%82
lesson27-MLP网络层	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson27-MLP%E7%BD%91%E7%BB%9C%E5%B1%82
lesson28-激活函数与GPU加速	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/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://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/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://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson29-MNIST%E6%B5%8B%E8%AF%95
lesson29-MNIST测试	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson29-MNIST%E6%B5%8B%E8%AF%95
lesson30-Visdom可视化	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson30-Visdom%E5%8F%AF%E8%A7%86%E5%8C%96
lesson30-Visdom可视化	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson30-Visdom%E5%8F%AF%E8%A7%86%E5%8C%96
lesson31-过拟合与欠拟合	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/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://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/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://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson32-Train-Val-Test-%E4%BA%A4%E5%8F%89%E9%AA%8C%E8%AF%81
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lesson33-regularization	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson33-regularization
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lesson53-情感分类实战	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson53-%E6%83%85%E6%84%9F%E5%88%86%E7%B1%BB%E5%AE%9E%E6%88%98
lesson54-AutoEncoder自编码器	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson54-AutoEncoder%E8%87%AA%E7%BC%96%E7%A0%81%E5%99%A8
lesson54-AutoEncoder自编码器	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson54-AutoEncoder%E8%87%AA%E7%BC%96%E7%A0%81%E5%99%A8
lesson55-VAE实战	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson55-VAE%E5%AE%9E%E6%88%98
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lesson57-WGAN实战	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson57-WGAN%E5%AE%9E%E6%88%98
lesson58-图卷积网络GCN	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson58-%E5%9B%BE%E5%8D%B7%E7%A7%AF%E7%BD%91%E7%BB%9CGCN
lesson58-图卷积网络GCN	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson58-%E5%9B%BE%E5%8D%B7%E7%A7%AF%E7%BD%91%E7%BB%9CGCN
lesson63-迁移学习-自定义数据集实战	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson63-%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0-%E8%87%AA%E5%AE%9A%E4%B9%89%E6%95%B0%E6%8D%AE%E9%9B%86%E5%AE%9E%E6%88%98
lesson63-迁移学习-自定义数据集实战	https://github.com/Milko-R/Deep-Learning-with-PyTorch-Tutorials/tree/master/lesson63-%E8%BF%81%E7%A7%BB%E5%AD%A6%E4%B9%A0-%E8%87%AA%E5%AE%9A%E4%B9%89%E6%95%B0%E6%8D%AE%E9%9B%86%E5%AE%9E%E6%88%98
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