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Practical code samples for data cleaning, preprocessing and algorithm implementation.
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LeNet Neural Network Basic Architecture Code
神经网络模型A simplified LeNet implementation for handwritten digit recognition on MNIST.
views 3309/04/2024
Classic VGG16 Convolutional Neural Network Model Code
神经网络模型A clean VGG16 implementation in PyTorch for image classification, with CIFAR-10 as the example dataset.
views 2909/04/2024
AlexNet Neural Network Basic Architecture Implementation
神经网络模型An AlexNet implementation in PyTorch for large-scale image classification.
views 2609/04/2024
DenseNet Dense Convolutional Network Implementation
神经网络模型A DenseNet implementation featuring dense connectivity between layers for better feature reuse.
views 2409/04/2024
ResNet Residual Network Implementation
神经网络模型A ResNet implementation with skip connections to solve vanishing gradients in deep networks.
views 2409/04/2024