Note: The following post was originally posted on Medium on Sept. 8, 2019 When we first started deploying neural network models in production at Talentpair, they were small (-ish), they only ran occasionally, and most importantly there were only a few of them. But as one proved its worth, another soon followed and our naive … Continue reading A Keras Meta Model Served
Category: Python
Creating and Using Custom Spatial Data with Django, Postgres, and GeoDjango
At Talentpair, we decided it would be helpful to track the commute preferences for our candidates. City dwellers often have opinions about which neighborhoods they're willing to commute to, and knowing these commute preferences allows us to make better matches for candidates and jobs. This post will cover how to: Create a minimal database tableCreate … Continue reading Creating and Using Custom Spatial Data with Django, Postgres, and GeoDjango
Django Multiprocessing
Once we got to a certain scale, it became necessary to start multithreading many of the scripts we run to keep our infrastructure healthy. Turns out that does not work very well out of the box with Django (we are currently running 1.11 on Python 2.7 though py3 is coming to our stack soon!). We … Continue reading Django Multiprocessing