A maximum distance separable code, or MDS code, is a way of encoding data so that the distance between code…
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Preston Badeer
The Easiest Way to Get Fake DataThis simple method covers most use casesA great rule of thumb for writing code, especially in…
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The comments to the posts here are generally very helpful. I appreciate your contributions to the site. I wanted to…
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Getting Started With Jupyter Notebooks in Visual Studio CodeVS Code now provides native support of…DeepMind just released Haiku and RLax for neural…
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Optimize Python Code in Jupyter NotebookBored waiting for a slow Python job to finish? Let’s find the…Be Skeptical! The Most Important Principle…
Continue ReadingBest of arXiv.org for AI, Machine Learning, and Deep Learning – January 2020
In this recurring monthly feature, we filter recent research papers appearing on the arXiv. org preprint server for compelling subjects…
Continue ReadingConnor Rothschild
How to Make Beautiful Small Multiple US Maps in RA single line of code can take your visualization to…Color in Data…
Continue ReadingBuild Your First Text Classification model using PyTorch
Overview Learn how to perform text classification using PyTorch Understand the key points involved while solving text classification Learn to…
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Goodhart’s law says “When a measure becomes a target, it ceases to be a good measure. ” That is, when…
Continue ReadingGenerating Python code from SymPy
Yesterday I wrote about Householder’s higher-order generalizations of Newton’s root finding method. For n at least 2, define and iterate…
Continue ReadingHacking pass codes with De Bruijn sequences
Here’s the detail we left out: In order to contain every possible subsequence, you have to consider the De Bruijn…
Continue ReadingBuild an Image Classification Model using Convolutional Neural Networks in PyTorch
Implementing CNNs using PyTorch We will use a very simple CNN architecture with just 2 convolutional layers to extract…
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I didn’t realize until recently that there’s a connection between the control key on a computer keyboard and controlling a…
Continue ReadingNational Drug Code (NDC)
The US Food and Drug Administration tracks drugs using an identifer called the NDC or National Drug Code. It is…
Continue ReadingStep-by-Step Deep Learning Tutorial to Build your own Video Classification Model
Let’s read it as well: View the code on Gist. This is how the first five rows look like. We…
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In many offices, you can dial a three digit number to reach someone else in the office. In such offices,…
Continue ReadingThree-digit zip codes and data privacy
Birth date, sex, and five-digit zip code are enough information to uniquely identify a large majority of Americans. See more…
Continue Reading10 Powerful Python Tricks for Data Science you Need to Try Today
It is one of the most popular Python libraries around and is widely used for data manipulation and analysis. We…
Continue ReadingNeural Code Search: How Facebook Uses Neural Networks to Help Developers Search for Code Snippets
Google and StackOverflow are every developer’s best friend these days. When working on a specific project, developers constantly resort to…
Continue ReadingWeb Scraping news articles in Python
pip install requestsWe will use the requests module to get the HTML code from the page and then navigate through…
Continue ReadingNotes on Software Engineering from Code Complete
Notes on Software Engineering from Code CompleteLessons from “Code Complete: A Practical Handbook of Software Construction” with applications to data scienceWill KoehrsenBlockedUnblockFollowFollowingJul…
Continue ReadingHow a simple mix of object-oriented programming can sharpen your deep learning prototype
Let’s demonstrate using a simple case — a DL image classification problem with the fashion MNIST dataset. Case illustration with a DL…
Continue ReadingSpeed Up Your Python Code with Cython
Speed Up Your Python Code with CythonAnd spend less time waiting in front of your screenLukas FreiBlockedUnblockFollowFollowingJul 3Picture from UnsplashIntroductionIf you have ever…
Continue ReadingTips, Tricks, Hacks, and Magic: How to Effortlessly Optimize Your Jupyter Notebook
That’s incredibly easy and you can switch it up any time you want to. First, go to your terminal and…
Continue ReadingHow to Write Readable Code
How to Write Readable CodeEric DamtoftBlockedUnblockFollowFollowingJun 14Avoid Code That Looks Like This — Photo by Markus Spiske on UnsplashOne of the best classic pieces…
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