Pinned

1. first-order-nn-optimization first-order-nn-optimization Public

   Convergence analysis of first-order optimization methods

   Jupyter Notebook 1

2. variational-autoencoder variational-autoencoder Public

   Variational Autoencoder applied to MNIST dataset

   Python

3. cnn-and-batch-normalization cnn-and-batch-normalization Public

   From-scratch implementation of a CNN, gradient descent, loss functions, and batch normalization

   Jupyter Notebook 3

4. PCA-autoencoder-FLD PCA-autoencoder-FLD Public

   Principle Component Analysis, Autoencoder, and Fisher Linear Discriminant analysis for face image reconstruction and discrimination

   Jupyter Notebook 3 1

5. LAL-Nets LAL-Nets Public

   Learning Latent Representations in Neural Networks For Clustering through Pseudo-Supervision and Graph-Based Activity Regularization

   Python 1

6. deep-learning-specialization deep-learning-specialization Public

   Deep Learning Specialization on Coursera from Stanford University

   Jupyter Notebook 1