The Daily Index — Thursday, April 11, 2024 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR AI · GitHub repository

REWRITING PYTORCH NN IN TRITON

Attorch is an attempt to rewrite portions of PyTorch’s nn module in Python and Triton. It is designed to be an easily hackable and performant neural network experimentation library. It is important to note that this would have been prohibitively expensive to write only a few years ago.

github.com

TLDR AI · GitHub repository

POLICY-GUIDED DIFFUSION

Policy-guided diffusion offers a new method for training agents in offline settings, creating synthetic trajectories that closely align with both behavior and target policies. This technique helps to generate more realistic training data, significantly improving the performance of offline reinforcement learning models.

github.com

TLDR AI · GitHub repository

EVALUATING LARGE LANGUAGE MODELS ON LONG TEXTS

Ada-LEval is a new benchmark designed to rigorously test large language models on their ability to understand long and ultra-long documents.

github.com

TLDR AI · Tool

DATAMOTTO

Make your data ready and clean with AI.

datamotto.com

TLDR Web Dev · GitHub repository

AIDER

Aider is a command-line tool that lets you directly edit code in your files while pair-programming with GPT. It will git commit changes with AI-generated commit messages.

github.com

TLDR Web Dev · Tool

DECO

Deco is a real-time TypeScript web editor. You can code directly on the web or on your machine and get instant feedback.

deco.cx

TLDR Web Dev · Tool

OH MY GIT!

An open-source game to learn and understand Git better.

ohmygit.org

TLDR Design · Tool

PICTIFY

Pictify offers APIs to convert HTML to images or GIFs. You can draw images in HTML, export them, and create personalized and shareable content.

pictify.io

TLDR Design · Tool

AI PHOTO FILTER

Stylar's AI filters will help you effortlessly turn ordinary photos into artwork.

stylar.ai

TLDR Design · Tool

GUESS MY RGB

This is a game where players guess the background color by adjusting three sliders (Red, Green, and Blue).

susam.net