JSJustin Swaneyinblog.jmswaney.com·Aug 29, 2022 · 12 min readComputing pretrained image embeddings in PythonIn this tutorial, we'll create a Python package for computing image embeddings using a pretrained convolutional neural network (CNN) from the command line. An image embedding is a numerical representation of an image that "embeds" it within a high-d...00
JSJustin Swaneyinblog.jmswaney.com·Aug 22, 2022 · 6 min readTips for using Jupyter Notebooks with GitHubTo machine learning engineers and data scientists, Jupyter notebooks have become a workhorse tool in the toolbox. Notebooks allow researchers to quickly prototype new solutions and make interactive visualizations in a remote computing environment. Un...01N
JSJustin Swaneyinblog.jmswaney.com·Feb 7, 2022 · 3 min readSetting up Python Linting and Auto-formatting in VSCodeIn this tutorial, we will setup Python linting and automatic code formatting in VSCode. We will use pylint to highlight linting errors and black for auto-formatting our code on save. Linting and auto-formatting are commonly used in Javascript project...00
JSJustin Swaneyinblog.jmswaney.com·Feb 4, 2022 · 7 min readPoetry: a yarn-like package manager for PythonIn this tutorial, we will create a Python package called math-demo using the poetry Python package manager. We will use poetry to scaffold out the math-demo package, install our dependencies in a conda virtual environment, and run scripts for unit te...00
JSJustin Swaneyinblog.jmswaney.com·Mar 4, 2021 · 13 min readCreating beautiful command-line interfaces in PythonPhoto by Ryan Quintal on Unsplash In this tutorial, we will create a Python package called starfox with a command-line interface (CLI) that simulates conversations between players from Star Fox 64. We will create the CLI using the click package and a...00
