Brandon MorrisReinforcement Learning: Playing Doom with PyTorchThis tutorial is adapted from the one on ViZDoom’s website. Additionally, the code used here is adapted from this tutorial, with…Oct 9, 20181Oct 9, 20181
Brandon MorrisBuilding a World-Class CIFAR-10 Model From ScratchIn this post, I walk through how to build and train a world-class deep learning image recognition model. Deep learning models tout amazing…Jun 30, 2018Jun 30, 2018
Brandon MorrisMastering the Learning Rate to Speed Up Deep LearningEfficiently training deep neural networks can often be an art as much as a science. Industry-grade libraries like PyTorch and TensorFlow…Jun 24, 2018Jun 24, 2018
Brandon MorrisBreaking Neural Nets with Adversarial ExamplesDeep learning has asserted itself as the king of machine learning. No other method produced thus far has had such excellent success at…Feb 11, 2018Feb 11, 2018
Brandon MorrisDynamic Routing Between CapsulesConvolutional neural networks have dominated the computer vision landscape ever since AlexNet won the ImageNet challenge in 2012, and for…Nov 16, 2017Nov 16, 2017
Brandon MorrisWhat is deep learning?Deep learning is a subfield of machine learning that has had remarkable research success in the past decade. Huge numbers of research…Sep 9, 2017Sep 9, 2017