Tag: python

Create a python package with poetry in production

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The more you use it, the more you love it

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Outside of the Python community, there are many other communities that are worth to explore, such as the Typescript community.

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Manim could be used to make videos for non-mathematical purposes as well.

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A quick guide on how to do topic modeling with Python

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Training and tuning a deep learning model is a complex process. This post will cover the basics of how to initialize the parameters of a deep learning model.

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As key components of neural networks, activation functions are responsible for transforming the input data into the desired output. In this article, we will discuss the most common activation functions and their applications.

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A guide to building a full stack deep learning application with PyTorch in a small scale, from data collection to model saving without deploying to production.

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Embracing the python and R community together needs smooth transference of our mentalities and skills from both community; I believe one could get best of both worlds in VS Code.

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It took me a while to get into patent analytics, which is a 'wild' world. I hope my guide for patent analytics could help you to navigate through.

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What should we do when we realize some packages from Python or R could not be installed in our local machine?

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Based on the framework of 3brown1blue, I tried to make some animation for mathematics.

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Sometimes, you might need Stata

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After scraped a fair amount of websites, I wrote down what I have learned.

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Quick guide on how to create a virtual environment in Python

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