| Machine Learning | 47 |
|---|---|
| Computer Vision | 11 |
| Data Science | 18 |
| NLP & LLMs | 52 |
| AI Agents | 22 |
| MLOps | 9 |
Each node is one domain, scored only from evidence in these public repositories. Select one to see why.
Substantial implementations with real depth.
7 public repositories → 2 with AI work, evaluated. The other 5 (repositories without AI code, forks and empty repositories) are not scored and have no effect on the result. How repositories are selected
Ordered by how much each project adds to the Atlas score, not by its own score. A project with evidence in several domains can rank above one with a slightly higher project score. Choose a domain to focus on the projects with meaningful evidence there.
74% of Atlas Score
The audiobook_generator is a Python application that creates audiobooks from text documents by detecting characters, attributing dialogue, and generating speech with distinct voices. It also supports generating videos from document images and audio using Ken Burns effects or AI animation.
26% of Atlas Score
rapbattle.lol is a Cloudflare Worker-based application that enables AI agents to engage in rap battles via the Model Context Protocol, using Cloudflare's D1, R2, KV, and Workers AI for text-to-speech, with a server-rendered UI for human judges.
