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How to Fix Gunicorn Connection In Use (‘127.0.0.1’, 8000) Error

In deploying web applications on a server specifically flask application, we use gunicorn, a wsgi software or server to run our flask app. However you may face certain issues and one of the commonest issue is the connection in use error. This occurs when there is something listening on the port that gunicorn is bound …

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How to Split Dataset into Training and Testing Dataset For Machine Learning

One of the most important activities when building models is the ability to test and evaluate your model and have something to compare with that shows that your model actually worked. In order to do this you will need to have enough data to train and build a working model and also to test the …

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Building A Calculator with Streamlit Components and HTML

Streamlit components have so much potential. With the introduction of the components system in streamlit, we can now build additional features and integrate into the web apps we have been building. You can check out the docs on the components here. In this tutorial we will explore one of the components  – .html(). We will …

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Building A Simple Bioinformatics App with Streamlit and BioPython

Bioinformatics which is also called Biological Data Science is an awesome and fascinating field of  science. In this tutorial we will build a simple app using Streamlit to do some basic sequence analysis and dot plot of two DNA sequences. We will be using BioPython and NeatBio to do our processing of our sequence and …

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