Month: May 2020

Generating Machine Learning Pipelines using Tpot and Genetic Programming in Python

Automated Machine learning is a fascinating field of machine learning and Data Science in which we automate some of the stages of ML life cycle such as feature engineering, model building,etc. It mostly works best after the data has been cleaned and pre-processed properly. There are several libraries and tools that can be used in …

Generating Machine Learning Pipelines using Tpot and Genetic Programming in Python Read More »

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 …

Building A Simple Bioinformatics App with Streamlit and BioPython Read More »

Simple CSS Shape Generator App with Streamlit – Color Picker

Streamlit is a powerful but simple framework for building ML and Data Science Apps primarily,but it can also be used to build some cool apps outside the field of Machine Learning and Data Science. In this tutorial we will see how to use streamlit to build a simple CSS Shape generator. We will be using …

Simple CSS Shape Generator App with Streamlit – Color Picker Read More »