Estimating LLM classification confidence with log probabilities (logprobs)
Estimating the confidence of an LLM's classification using log probabilities.
Use Day.js instead of Moment.js for less cognitive load and fewer bugs
Immutability = less cognitive load, less bugs
React & TypeScript Cheatsheet
A quick reference for using TypeScript in a React project.
Creative Coding Resources
My collection of creative coding resources, including books, inspirational projects, code repositories and tools.
Serverless R functions with Cloud Run
Using serverless containers to deploy scalable R functions.
Schedule your Netlify build with GitHub Actions
If your build process is pulling in content from third-party services (e.g. Instagram, Youtube), scheduling a daily build & deploy can be an easy way to keep this content fresh.
Loading existing models with TensorFlow.js
A pre-trained image classification CNN ready for inference in the browser
Linear Regression with TensorFlow.js
Hand-on with the basics of TensorFlow.js using an interactive linear regression model in the browser.
Creating static websites with React, Part 1
Let's create a lightning-fast, offline-first static website with React
Creating a WebVR musical instrument using A-Frame & Tone.js
Audio synthesis in WebVR