Working on the future of music collaboration. Alumnus of MIT and UW-Madison.
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Aug 29, 2022 · 12 min read · In 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...
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Aug 22, 2022 · 6 min read · To 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...
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Feb 7, 2022 · 3 min read · In 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...
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Feb 4, 2022 · 7 min read · In 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...
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Mar 4, 2021 · 13 min read · Photo 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...
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