The Daily Index — Tuesday, October 10, 2023 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

GPT PILOT

GPT Pilot is an AI-powered dev tool that writes scalable apps from scratch. It enables developers to create apps using a description of the kind of app they want to build. GPT Pilot creates apps step-by-step while asking questions for clarification or help when it gets stuck. A video demo is available in the repository.

github.com

TLDR AI · GitHub repository

SIMPLEX RANDOM FEATURE ATTENTION

Attention is useful but computationally expensive. However, once trained, with a bit of fine-tuning compute you can drop in SRF attention and remove the dependence on sequence length, speeding things up considerably.

github.com

TLDR AI · GitHub repository

LEPTONAI

A Pythonic framework to simplify AI service building.

github.com

TLDR AI · GitHub repository

MAKING CNNS SHINE IN FEDERATED LEARNING

This study delves into how different architectural elements in machine learning models affect their performance in federated learning, especially when handling varied data sources. Through in-depth analysis, researchers found that with certain tweaks, Convolutional Neural Networks (CNNs) can perform as well or even better than Vision Transformers in such settings.

github.com

TLDR Web Dev · GitHub repository

FETCHBOOK

Fetchbook is a command-line tool designed to help you manage your collections of HTTP requests. It is based on the standard RequestInit object and runs in TypeScript with bun.sh.

github.com

TLDR Web Dev · GitHub repository

CRITICAL

Critical optimizes a webpage by inlining above-the-fold CSS.

github.com

TLDR Design · Tool

SERVICES

This is a collection of design principles for the creation of ethically humane digital products and services. The website also features resources like books, videos, and podcasts to increase your awareness of how design decisions affect users' lives.

humanebydesign.com

TLDR Design · Tool

PALETTE GENERATOR + API FOR TAILWIND CSS

Fast-track the creation of new palettes from just a single Hex value. Based on Tailwind’s color system, Palette Generator provides 11 color steps and controls for adjusting hue, saturation, and lightness values. Any single or set of palettes can also be queried via the API.

tints.dev

TLDR Design · Tool

GODLY

Beautiful web design inspiration. This gallery can be filtered by categories such as large type, animation, minimal, illustrative, interactive, scrolling animation, portfolio, agency, and dark.

godly.website

TLDR Design · Tool

GOOD MOVIES AS OLD BOOKS

This ongoing personal project reinvents iconic films as vintage books.

hellomattstevens.com