Ryan Partridge – Medium

Ryan Partridge

Pinned

Ryan Partridge

An Exploratory Look at Vector Embeddings

The Art of Turning Data Into Language

Jul 31, 2023

An Exploratory Look at Vector Embeddings

Jul 31, 2023

Pinned

Ryan Partridge

Transformers — The Frontier Of ML Generalisation

Over the past few years, Machine Learning (ML) has begun transitioning from different models in multiple-disciplinary fields (such as…

Jun 15, 2023

Transformers — The Frontier Of ML Generalisation

Jun 15, 2023

Ryan Partridge

Solving a Niche Frontend Problem: Dynamic Tailwind CSS Classes in React

An unexpected problem that improved my React skills.

May 17

Solving a Niche Frontend Problem: Dynamic Tailwind CSS Classes in React

May 17

Ryan Partridge

Agent Behaviour: Exploring Policies, Value Functions, and the Different Types Of Agents In…

Highlighting the techniques that empower agents to act and learn

Nov 18, 2023

Agent Behaviour: Exploring Policies, Value Functions, and the Different Types Of Agents In…

Nov 18, 2023

Ryan Partridge

I’m Making A Guide On The Fundamentals Of RL: Here’s What You Need To Know

A new guide to fast-track you into Reinforcement Learning

Oct 14, 2023

Oct 14, 2023

Ryan Partridge

Learning By Doing: A Detailed Overview Of The Reinforcement Learning 🤖 Process

Training digital agents to learn like humans

Oct 14, 2023

Learning By Doing: A Detailed Overview Of The Reinforcement Learning 🤖 Process

Oct 14, 2023

Ryan Partridge

A Detailed Look At Positional Encoding

A Powerful Technique For Maintaining Data Order

Aug 25, 2023

A Detailed Look At Positional Encoding

Aug 25, 2023

Ryan Partridge

Inspecting Layer Normalization In Transformers

A Simple Trick For Improving Model Performance

Jul 1, 2023

Inspecting Layer Normalization In Transformers

Jul 1, 2023

Ryan Partridge

Exploring Residual Connections In Transformers

A Key to Achieving State-of-the-Art Results

Jun 25, 2023

Exploring Residual Connections In Transformers

Jun 25, 2023

Ryan Partridge

Attention Mechanism Demystified

Unravelling The Mysteries Behind Transformers

Jun 15, 2023

Attention Mechanism Demystified

Jun 15, 2023

Ryan Partridge

Ryan Partridge

Hi there! I'm Ryan, a Software Developer who shares insights on Python, React, and AI techniques through visual and practical examples

Following

Help
Status
About
Careers
Press
Blog
Privacy
Terms
Text to speech
Teams