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Implementing some models for cancer data. (LR From Scratch)
MNIST digit classifier web app running a Pytorch model.
This project proposes a neural network architecture Residual Dense Neural Network - ResDen, to dig the optimization ability of neural networks. With enhanced modeling of Resnet and Densenet, this architecture is easier to interpret and less prone to overfitting than traditional fully connected layers or even architectures such as Resnet with higher levels of layers in the network.