machine learning and mobile @ swift-sig Dec 20, 2019 Video • Slides • Code below! Did a recap of the machine learning and mobile talk (transcript there!) for the swift-sig group. Errata: For the original presentation, I used ‘identity’ as the activation function for the output layer in the swift code, rather than the ‘softmax’ I used on this one (see note below). I thought it would make things more consistent, but instead it seemed to make the model more brittle (eg. ...
machine learning and mobile Nov 16, 2019 how to build an end-to-end pipeline using swift for tensorflow and mlir to train and deploy models to a phone. ...
advanced convolutional neural networks, q3 2019 Oct 29, 2019 october 29th, 2019 A presentation to the Advanced Kubeflow Meetup during TensorFlow World about some recent convolutional neural network papers. Slides Papers: satnet astronet v2 jasper + novograd simple mixnet
quantum mechanics (in five minutes) Oct 29, 2019 A quick introduction to quantum mechanics.
convolutional neural networks with swift (and python) [4x] Sep 18, 2019 a presentation on on building convolutional neural networks to perform image recognition using swift and python ...
Introduction to Swift for TensorFlow Jun 05, 2019 A presentation at AltConf 2019 on how to get started with swift for tensorflow. ...
Solving the SQuAD Problem May 07, 2019 A presentation about different approaches used on SQuAD for the Dawnbench competition. ...
An Introduction to AlphaFold and Protein Modeling Apr 15, 2019 A presentation about how Google built AlphaFold to produce an end-to-end protein modeling pipeline. ...
introduction to machine learning Mar 07, 2019 An overview of machine learning
advanced convolutional neural networks, q1 2019 Feb 23, 2019 february 23rd, 2019 A presentation to a group of students at hackillinois 2019 about some advanced convolutional neural network papers. Slides Papers: training regularization dropout shakeshake cutout mixup image recognition condensenet sparsenet enas mnasnet 3D mnist demo 3D Convolutional Neural Networks for Human Action Recognition voxnet