Categories: AI/ML Research

Operations on Vectors in R

Last Updated on August 27, 2023 Vectors in R is the native way of handling data. In addition to the vector operations you saw in the linear algebra textbook, R supports a lot more. In this post, you will learn about: How to manipulate a vector How to treat vectors as sets Let’s get started. […]

The post Operations on Vectors in R appeared first on MachineLearningMastery.com.

A Gentle Introduction to Vectors in R

Last Updated on August 18, 2023 R is a language for programming with data. Unlike many other languages, the primitive data types in R are not scalars but vectors. Therefore, understanding how to deal with vectors is crucial to programming or reading the R code. In this post, you will…

August 19, 2023

In "AI/ML Research"

Generating and Visualizing Context Vectors in Transformers

This post is divided into three parts; they are: • Understanding Context Vectors • Visualizing Context Vectors from Different Layers • Visualizing Attention Patterns Unlike traditional word embeddings (such as Word2Vec or GloVe), which assign a fixed vector to each word regardless of context, transformer models generate dynamic representations that…

April 15, 2025

In "AI/ML Research"

A Gentle Introduction to Lists and Data Frames in R

Vectors in R are supposed to be of homogeneous data type. You can use a list as the container if there are mixed data types, such as numbers and strings. The list and data frame are closely related in R. The data frame is probably more useful because it reflects…

August 21, 2023

In "AI/ML Research"

AI Generated Robotic Content