Although mathematical theory may seem difficult at first glance, unraveling it step-by-step in Python makes it clear what is being calculated. Please try using this code to perform manual PCA on other ...

Throughout this lab, you will see a Panopto icon at the start of select sections. This icon indicates there is lecture/live coding asynchronous content that accompanies this section of the lab. You ...

We developed a method to quantify hand postural tremor amplitude and frequency from standard videos without external calibration. Using iris-based scaling and deep-learning models for 3D pose ...

This repository contains comprehensive implementations and solutions for statistical analysis, data science methodologies, and computational mathematics assignments. Each assignment demonstrates ...

When a dataset contains thousands¾or even millions¾of features, it is considered high-dimensional data. While more features may seem helpful, high dimensionality introduces several challenges in ...

remove-circle Internet Archive's in-browser bookreader "theater" requires JavaScript to be enabled. It appears your browser does not have it turned on. Please see ...

In this article, we embark on a journey into the Iris dataset, a classic in the field of machine learning. The dataset comprises 150 samples of iris flowers, each characterized by four features: sepal ...

In today’s data-driven world, the ability to effectively analyze data is a key factor in the success of many enterprises. By leveraging data analysis tools and techniques, businesses can gain insights ...

Single-cell RNA sequencing (scRNA-Seq) enables researchers to quantify the transcriptomes of individual cells. The capacity of researchers to perform this type of analysis has allowed researchers to ...

To overcome the above-mentioned challenges, here we rebuilt ABioTrans as a new webserver and expanded its functionality to include several new analysis tools such as SOM, t-SNE, random forest ...