TL;DR Papers - MixMatch The abridged version of Google's Paper 'MixMatch: A Holistic Approach to Semi-Supervised Learning' July 03, 2019
Reproducing Deep Image Matting Implementing the 2017 Adobe paper to finely separate humans from their background June 30, 2019
Using fastai's callbacks for debugging fastai's callbacks are not just cool for quickly adding functionality. They also shine when debugging. June 10, 2019
SSD Multibox in plain English Explaining SSD Multibox in my own words for fun and educational profit September 28, 2018
Replacing Exif data with Python Adjusting metadata on my pictures to bring my collection up to snuff September 14, 2018
Things I wish I knew about Protractor before I started Explaining Protractor things to my 2-month younger self July 30, 2018
Server-side file extension validation in Django 2.1 Rolling your own file extension validation in Django May 21, 2018
Debugging requests with netcat Using netcat to show you what your API requests look like when received. March 30, 2018
Stratified k-fold with Keras Doing stratified validation, now with the new sklearn API! July 13, 2017
Minimal Jekyll with Docker and rsync The simplest Jekyll development and deployment cycle you'll have seen July 03, 2017
sklearn Identity-transformer Abusing sklearn's transformers and FeatureUnion for educational purposes June 07, 2017