Data preprocessing is a crucial step in the data analysis pipeline that involves cleaning, transforming, and preparing raw data into a format suitable for further analysis. It aims to improve the ...

Mind maps are visual tools that reflect how our minds naturally work. They organize information by clustering related ideas around a central concept, branching outward in a way that mirrors how we ...

A Streamlit-based app that automate app Designed to assist data analysts and ML engineers with end-to-end machine learning workflows. Predicting passenger survival on the Titanic using an ensemble ...

Abstract: This paper introduces a new typed mind map extension for a data model in parse-tree-based online referee system with a TDD (Test-Driven Development) model and DALM (DICE adaptive learning ...

The Cancer Genome Atlas (TCGA) provides comprehensive genomic data across various cancer types. However, complex file naming conventions and the necessity of linking disparate data types to individual ...

Abstract: This paper introduces fProcessor, a tool designed for nonintrusive, on-the-fly preprocessing of data being written to files. “Nonintrusive” means that fProcessor requires no modifications to ...

Maps have been a crucial part of human history for thousands of years, serving as indispensable tools in our daily lives. The earliest known map dates back to 600 BC, etched onto clay tablets ...