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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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Predicting Coronavirus Outbreak with Facebook Prophets – A Timeseries Forecast

The recent increase in Coronavirus (Covid 19)  outbreak is gathering several concerns. In this tutorial we will try to see if we can make some predictions and time series forecasting using the data available now. We will be using Facebook Prophet – an opensource package by Facebook for time series forecasting and prediction with pystan …

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hugframeworkpython

Introduction to Hug Framework – Building a Package,API and CLI at once

In this tutorial we will be learning about how to work with a nice framework called Hug. Hug is a framework that allows you to expose a single code in several ways. You can use hug to build some cool products . You can check out how to use hug to productionize your ML models …

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Building and Publishing Packages with Poetry

In this tutorial we will be looking at a nice python tool for building and publishing python packages and libraries. Poetry is a python dependency management tool that enables us to manage several python dependencies on your system. It comes with the ability to create virtual environment just like pipenv. Just like pipenv, it manages …

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Building A Document Redactor NLP App with Streamlit,Spacy and Python

In this tutorial we will be building a document redaction app. Document redaction refers to the process of sanitizing and censoring a document based on selected terms. It is one of the applications of NLP – natural language processing. This image shows some of it use. In this case the important terms have been blacked …

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how to render markdown in flask

How to Render Markdown in Flask

In this tutorial we will be learning how to render markdown in flask.  There are several ways you can use to render markdown from the back-end(python side) to the front-end (html) side of your flask app. These packages include Flask-Markdown Flask-Misaka Markdown Let us start with Flask-Markdown.   Using Flask Markdown Installation pip install Flask-Markdown …

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