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