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Learning machine learning. Building understanding.

ExploringML

Machine learning,
explored in practice.

Latest post25 Sep 2026

V-JEPA: Learning
Video Representations
by Feature Prediction

From video tubelets to learned features, temporal tests and a small action-classification experiment.

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Recent posts

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23 Sep 2026

Laya and Jev: Classifiers That Don't Generate

Comparing structured model decisions on the same support ticket.

19 Sep 2026

How I-JEPA Works

Four practical experiments with image patches and learned features.

8 Jul 2026

Sliced-Wasserstein Distance: A Visual Intuition

A visual explanation through a small implementation.

22 Sep 2025

MCP 101: Tools, Resources, Prompts

How tools, resources and prompts fit together.

12 Aug 2025

Adding Google OAuth to a FastHTML App

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

14 Jul 2025

Getting Started with `tmux` - A Beginners Guide

Learn how to install, configure, and use tmux to boost your terminal productivity with sessions, windows, and panes.

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Python12 posts Deep Learning5 posts Course3 posts Fastai3 posts JEPA3 posts Machine Learning3 posts

Behind ExploringML

Learning by
building.

I’m David Gwyer. This is where I share what I’m working on in machine learning and AI.

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