STATS 231A at UCLA - Pattern Recognition and Machine Learning, Fall 2020
Coding simple neural networks from scratch with numpy.
CNNs and RNNs.
Classification net, GANs, and encoder-decoder translation model.
Convolutional Variational AutoEncoders (CVAEs), t-Distribution Stochastic Neighbor Embedding (tSNE), and Spectral Clustering.