deeplearning-models
A collection of various deep learning architectures, models, and tips
About this project
Deep Learning Models A collection of various deep learning architectures, models, and tips for TensorFlow and PyTorch in Jupyter Notebooks. Traditional Machine Learning Title Dataset Description Notebooks --- --- --- --- Perceptron 2D toy data TBD Logistic Regression 2D toy data TBD Softmax Regression (Multinomial Logistic Regression) MNIST TBD Softmax Regression with MLxtend's plotdecisionregions on Iris Iris TBD Multilayer Perceptrons Title Dataset Description Notebooks --- --- --- --- Multilayer Perceptron MNIST TBD Multilayer Perceptron with Dropout MNIST TBD Multilayer Perceptron with Batch Normalization MNIST TBD Multilayer Perceptron with Backpropagation from…
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