Deep Learning Resources
Last updated
Last updated
Perceptron [] []
Logistic Regression [] []
Softmax Regression (Multinomial Logistic Regression) [][]
Multilayer Perceptron [] []
Multilayer Perceptron with Dropout [] []
Multilayer Perceptron with Batch Normalization [] []
Multilayer Perceptron with Backpropagation from Scratch []
Convolutional Neural Network [] []
Convolutional Neural Network with He Initialization []
Convolutional Neural Network VGG-16 [] []
Convolutional ResNet and Residual Blocks []
Siamese Network with Multilayer Perceptrons []
Autoencoder [] []
Convolutional Autoencoder with Deconvolutions [] []
Convolutional Autoencoder with Deconvolutions (without pooling operations) []
Convolutional Autoencoder with Nearest-neighbor Interpolation [] []
Convolutional Autoencoder with Nearest-neighbor Interpolation – Trained on CelebA []
Variational Autoencoder []
General Adversarial Networks []
Convolutional General Adversarial Networks []
Cyclic Learning Rate []
