Exploring ML Blog – Exploring ML

Adding Google OAuth to a FastHTML App

FastHTML

Python

OAuth

Google

Web Development

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

Getting Started with `tmux` - A Beginners Guide

tmux

Terminal

Productivity

Linux

CLI Tools

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

Running a Jupyter Notebook in a `uv` Python Environment

Hugging Face

Python

Diffusers

uv

CUDA

Discover how to launch Jupyter Notebooks with lightning-fast performance using the uv Python package manager.

Setting Up Hugging Face Diffusers with `uv` for CUDA Acceleration

Hugging Face

Python

Diffusers

uv

CUDA

Learn how to harness the speed of uv for fast, local AI image generation with Hugging Face Diffusers and CUDA.

Running Native Python Code Inside an n8n Instance on a Hostinger VPS

n8n

VPS

Python

Discover how to easily run Python scripts directly in your self-hosted n8n workflows.

Practical Deep Learning - Lesson 3

Deep Learning

Python

Fastai

Course

This lesson covers how to train a digit classifier from scratch using the MNIST dataset.

Practical Deep Learning - Lesson 2

Deep Learning

Python

Fastai

Course

In lesson 2 we build a custom multi-image classifier and deploy it to Hugging Face Spaces as a FastHTML web app!

Practical Deep Learning - Lesson 1

Deep Learning

Python

Fastai

Course

First in a series of posts documenting my progress on the fast.ai course by Jeremy Howard. This initial lesson covers image classifiers.

Google Docs n8n Automation Workflow

n8n

Google Docs

JavaScript

Learn how to use n8n to automate posting and formatting content in Google Docs with just one workflow.

Introduction to Fastlite

SQLite

Python

An introduction to the basics of fastlite and sqlite-utils for creating and managing SQLite databases.

Understanding Python Decorators: Beginner to Advanced

Python

Tutorial

Discover how decorators can transform your functions, manage state, enhance code reusability, and help to make your code more elegant and maintainable.

Exploring a New Video Generation Model LTX-Video Capable of Running on Most Home Computers

Machine Learning

ComfyUI

Introduction to the various parameter settings available for the LTX-Video model, and how they work.