Sometimes it's nice to just have a simple function that does unordered multiprocessing in Python with a progress bar. Is that too much to ask? Because I found myself writing this again and again, here it is so that you may copy and paste indiscriminately. from typing import List, TypeVar,
R. Christian Di Lorenzo
Pushing a React client, Python JSON API, and SSL certificate from Let's Encrypt to DigitalOcean in an hour For my latest project, I decided to use React for most of my exploratory data analysis (EDA) and needed a drop-dead simple JSON API for serving up the necessary data to avoid
When it comes to preprocessing, data scientists can jump a bit too quickly to a full blown script in their favorite language... I was able to employ a quick Vim macro to quickly transform some structured text into a Python dictionary that I could use for preprocessing references.
Using Deep Learning and Computer Vision techniques, aerial imagery can be analyzed to automatically predict or augment structure annotations in both form and area...
nc is an excellent command line tool available on *nix systems. One of the quick tips is using it to transfer from one machine to another. Assuming your receiving machine is at 10.0.0.2 and your sending machine is 10.0.0.3, we can use the following
As I delve into data science more myself, I am surprised at the unfortunate inattention paid to the lessons already learned by software engineers, particularly around testing and clean code.
When designing and working with neural networks, a common requirement is having a fixed image dimensions for inputs... By handling the image resizing beforehand, the training phase will be able to progress without as much overhead and thereby allow for tighter feedback loops.