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Learning machine learning. Building understanding.

A learning journal for
the machine learning curious

Learning
machine learning.
Building
understanding.

Practical tutorials, experiments and notes from my journey through machine learning.

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Featured · Latest post8 Jul 2026

Sliced-Wasserstein Distance: A Visual Intuition

Machine LearningJEPAWorld Models

We implement a toy version of the Sliced-Wasserstein distance from the VISReg paper, to help understand the process.

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22 Sep 2025

MCP 101: Tools, Resources, Prompts

MCPLLM ToolsAI Agents

This guide breaks down how MCP works, why interoperability matters, and how you can start using it today.

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12 Aug 2025

Adding Google OAuth to a FastHTML App

FastHTMLPythonOAuthGoogleWeb Development

Easily integrate secure Google sign-in to your FastHTML app with this step-by-step Google OAuth implementation guide.

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ExploringML · David Gwyer

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