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 …
Building A Simple Bioinformatics App with Streamlit and BioPython Read More »
Imagine if you could try out a python application without actually installing it. Imagine if you could also install a CLI application in an isolated environment that will not affect your entire system. This is where Pipx comes to the rescue. Pipx is a wonderful package that fixes this issue. It allows us to install …
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 …
Predicting Coronavirus Outbreak with Facebook Prophets – A Timeseries Forecast Read More »
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 …
Introduction to Hug Framework – Building a Package,API and CLI at once Read More »
API(application programming interface) are a great alternative for communicating and interacting with softwares and applications. In this tutorial we will be learning about how to access and test a web API. A Web API is a form of API that usually utilizes the REST architecture style. It uses the various HTTP request methods to retrieve …
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 …
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 …
Building A Document Redactor NLP App with Streamlit,Spacy and Python Read More »
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 …
Programming is the next generation literacy. It is something that everyone should endeavor to at least understand a bit. Just as reading and writing act as one of the backbones of civilization and scholarship, even so are programming and coding in this century and beyond. Programming is a broad field with several opportunities and usefulness. …
In this tutorial, we will be building a summarization app as well as a named entity checker app using streamlit, spacy,gensim and sumy. The NLP app will consist of three parts. Summarizer Entity Checker Entity Checker of Text Extracted from a URL We will be using displacy from spacy to display our Named Entity in …
Summarizer and Named Entity Checker App with Streamlit and SpaCy Read More »