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  • Git and GitHub: Tips and Tricks
    Coding | Software Projects | Tips

    Git and GitHub: Tips and Tricks

    BySteve Murch February 4, 2019March 19, 2019

    Using Git to manage your code? We all know about git init, commit, etc. But here are some handy git commands for common scenarios: Clone from GitHub git clone {github url} Unlink your Local Repo from GitHub Ever want to use an example app on GitHub as a starting point for your application or component, and…

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  • Deploying an Angular 6+ Web App to Azure
    Coding | Software Projects | Tips

    Deploying an Angular 6+ Web App to Azure

    BySteve Murch January 30, 2019May 28, 2019

    The process of deploying an Angular 6+ application to Azure is pretty Byzantine, but here are the basic steps to get it going. I really like Microsoft Azure, but the process of deploying an Angular 6+ app is complex, and filled with some very big hidden gotchas. As of this writing, you cannot just spin up…

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  • No, Denmark is not a Socialist Country.
    Politics and News | Socialism

    No, Denmark is not a Socialist Country.

    BySteve Murch January 17, 2019November 21, 2025

    When socialists say they want to “abolish capitalism,” they are not saying they want to become more like Denmark or Germany, but they’d love for you to think that. Socialism is where the government owns or substantially controls the means of production and distribution of goods. This is why we have dictionaries (Cambridge Dictionary, Merriam-Webster)…

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  • “Green New Deal”: Math Check
    Data Analysis | Politics and News | Socialism

    “Green New Deal”: Math Check

    BySteve Murch January 8, 2019February 14, 2020

    The Washington Post’s Jeff Stein estimates that raising the marginal tax rate to between 60 and 70 percent on incomes above $10 million might raise as much as $720 billion dollars over a decade, or $72 billion per year. There are some 16,000 households that meet that criteria — fewer than 0.05% of all US…

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  • Neural Style Transfer – Current Models
    Coding | Hobbies & Fun | Machine Learning | Software Projects

    Neural Style Transfer – Current Models

    BySteve Murch December 29, 2018May 1, 2019

    I’m working on a neural-style transfer project, and have several machine learning models trained to render input photos in particularly styles. The current set is below; input image on the left, output image on the right, with model name in lower right hand corner. I’ve got a few clear favorites, but I’d love to see…

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  • Elektro, the Smoking Robot of 1937
    History | Hobbies & Fun | Machine Learning | Various

    Elektro, the Smoking Robot of 1937

    BySteve Murch December 15, 2018December 15, 2018

    I’ve always been fascinated by past visions of the future. Science fiction uses the future to tell us something about ourselves, so looking back on past visions of the future, we can learn something about that age and the values, myopia, optimism and fears of the time. It’s also healthy to continually do cross-checks on “how…

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  • Monitor Shell Status Remotely with Seashells.io
    Machine Learning | Software Projects | Tips | Ubuntu

    Monitor Shell Status Remotely with Seashells.io

    BySteve Murch December 14, 2018May 1, 2019

    Now that I’m knee-deep in machine learning models, I’m finding there are several times where I need to let my CPU/GPU crank away on a long-running “training” task for hours at a time, and I’d like to be able to check their status from afar. The handy, free and cleverly-named tool seashells.io (“See shells”) makes…

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  • Applying Artist Styles to Photographs with Neural Style Transfer
    Hobbies & Fun | Machine Learning

    Applying Artist Styles to Photographs with Neural Style Transfer

    BySteve Murch December 7, 2018December 14, 2018

    In 2015, a research paper by Gatys, Ecker and Bethge posited that you could use a deep neural network to apply the artistic style of a painting to an existing image and get amazing results, as though the artist had rendered the image in question. Soon after, a terrific and fun app was released to the…

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  • Amy Schumer, Viagogo and the “Postponement” Scam
    Gripes

    Amy Schumer, Viagogo and the “Postponement” Scam

    BySteve Murch December 6, 2018May 23, 2019

    They say that a fan tells 3 people about great service, and someone who has received poor service tells 10. Well, I’m pissed at Amy Schumer’s tour company and I’m pissed at ticket reseller Viagogo for being very scammy. I’d like to shift gears from the usual topics on this nascent blog (tech, data analysis,…

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  • Survivorship Bias
    Data Analysis | Machine Learning

    Survivorship Bias

    BySteve Murch December 5, 2018October 14, 2020

    In WWII, researcher Abraham Wald was assigned the task of figuring out where to place more reinforcing armor on bombers. Since every extra pound meant reduced range and agility, optimizing these decisions was crucial. So he and his team looked at a ton of data from returning bombers, noting the bullet hole placement. They came…

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