This repository contains deep learning models on FashionMNIST(state-of-art dataset).
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Nov 14, 2022 - Jupyter Notebook
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fasionmnist
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The notebook is about improvement of classification accuracy for hard items in FashionMNIST dataset using random erase for regularization.
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Jun 24, 2019 - Jupyter Notebook
Compare Keras Models on Three Popular Datasets
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Nov 14, 2022 - Jupyter Notebook
Numerical experiments of the paper "On the Optimization of Deep Networks: Implicit Acceleration by Overparameterization, https://doi.org/10.48550/arXiv.1802.06509". The Neural networks have been implemented by PyTorch and TensorFlow
deep-neural-networks
deep-learning
tensorflow
pytorch
matplotlib
cifar10
torchvision
fasionmnist
overparameterization
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Jul 28, 2022 - Jupyter Notebook
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