bushuhui
4 years ago
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| ### 1.1 教程 | ### 1.1 教程 | ||||
| * [《动手学深度学习》 — 动手学深度学习 2.0.0-alpha2 documentation](https://zh-v2.d2l.ai/index.html) | |||||
| * [《动手学深度学习》- PyTorch版本](https://tangshusen.me/Dive-into-DL-PyTorch/#/) | |||||
| * [Introduction — Neuromatch Academy: Deep Learning](https://deeplearning.neuromatch.io/tutorials/intro.html) | * [Introduction — Neuromatch Academy: Deep Learning](https://deeplearning.neuromatch.io/tutorials/intro.html) | ||||
| ### 1.2 代码 | ### 1.2 代码 | ||||
| * [《统计学习方法》的代码](https://gitee.com/afishoutis/MachineLearning) | * [《统计学习方法》的代码](https://gitee.com/afishoutis/MachineLearning) | ||||
| * [《统计学习方法》pytorch实现](https://github.com/fengdu78/lihang-code) | |||||
| * [《统计学习方法》PyTorch实现](https://github.com/fengdu78/lihang-code) | |||||
| * [pytorch-cifar100](https://github.com/weiaicunzai/pytorch-cifar100) 实现ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet | * [pytorch-cifar100](https://github.com/weiaicunzai/pytorch-cifar100) 实现ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet | ||||
| * [Attention: xmu-xiaoma666/External-Attention-pytorch: Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐ (github.com)](https://github.com/xmu-xiaoma666/External-Attention-pytorch) 注意力机制，多层神经网络，重参数。 | * [Attention: xmu-xiaoma666/External-Attention-pytorch: Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐ (github.com)](https://github.com/xmu-xiaoma666/External-Attention-pytorch) 注意力机制，多层神经网络，重参数。 | ||||
| * [Python TheAlgorithms/Python: All Algorithms implemented in Python (github.com)](https://github.com/TheAlgorithms/Python) | * [Python TheAlgorithms/Python: All Algorithms implemented in Python (github.com)](https://github.com/TheAlgorithms/Python) | ||||