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Simplifying Transformers: State of the Art NLP Using Words You Understand — part 4 — Feed-Foward…

Simplifying Transformers: State of the Art NLP Using Words You Understand, Part 4: Feed-Forward- Layer Plain old feed-forward layers and their role in Transformers. As this is an ongoing series, if you haven’t done so yet, you might want to

Kernel Density Estimator for Multidimensional Data

Demonstration of KDE using real-world datasets Photo by Marco Bianchetti on Unsplash I would like to extend my previous story about Kernel Density Estimator (KDE) by considering multidimensional data. I will start by giving you a mathematical overview of the topic,

Textual Novelty Detection

How to use Minimum Covariance Determinant (MCD) to detect novel news headlines Photo by Ali Shah Lakhani on Unsplash. In today’s information age, we’re inundated with news articles on a daily basis. Many of these articles are merely restatements of

Nine Rules to Formally Validate Rust Algorithms with Dafny (Part 1)

Lessons from Verifying the range-set-blaze Crate By Carl M. Kadie and Divyanshu Ranjan Crab proving Pythagoras’ theorem — Source: https://openai.com/dall-e-2/ & CC BY-SA 3.0 File:Pythagorean.svg My Rust crate range-set-blaze depends on a critical function named internal_add. The function is supposed to insert

Shortest Path (Dijkstra’s) algorithm step-by-step Python guide

An update using OSMNX 1.6 and a long-distance path Continue reading on Towards Data Science »

What is Generative AI? A Comprehensive Guide for Everyone

Understand the role of machine learning in generative AI. Continue reading on Towards Data Science »

A simple introduction to Quantum enhanced SVM

How to combine interesting quantum computing properties with a classic Machine Learning technique Introduction Although quantum computers are not yet accessible for everyone, Quantum Machine Learning (QML) is a promising field of study as it uses the intrinsic probabilistic nature

Highlights on Large Language Models at KDD 2023

Were you not able to attend KDD? Learn from my summary about the hottest topic at the conference: LLMs Image by the author A few weeks ago I had the opportunity to attend ACM SIGKDD (short for KDD) for the first