| Machine Learning | 71 |
|---|---|
| Computer Vision | 28 |
| Data Science | 57 |
| NLP & LLMs | 59 |
| AI Agents | 31 |
| MLOps | 28 |
Each node is one domain, scored only from evidence in these public repositories. Select one to see why.
Deep, repeated, well-engineered work in this domain.
44 public repositories → 15 with AI work, evaluated. The other 29 (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.
28% of Atlas Score
datarust is a Rust Cargo workspace providing scikit-learn‑style preprocessing and classical machine learning components together with a data‑profiling and data‑quality reporting library, all designed with zero external dependencies by default and a type‑safe API.
25% of Atlas Score
TactileSQL is a desktop SQL workbench supporting multiple databases (MySQL, PostgreSQL, ClickHouse, MSSQL, SQLite) with features including an AI assistant for natural language to SQL, task orchestration, data transfer, and database monitoring.
21% of Atlas Score
The groq-client is a Go library for interacting with the Groq API, providing features such as semantic caching, streaming, parallel processing, and support for text, audio, and vision models. It includes a custom HTTP client with retry and rate limiting, along with examples and tests.
13% of Atlas Score
NaturalSQL is a desktop application that enables users to query MySQL databases using natural language via a local LLM (Ollama). It provides features such as schema caching, AI-powered SQL generation, explanation, fixing, optimization, and result set analysis.
9% of Atlas Score
Lemonade CLI is a Rust-based terminal assistant that converts natural language to shell commands using an external AI server, featuring context awareness (workspace, history, VS Code) and an interactive TUI.
2% of Atlas Score
Quarry is a modular, themeable database studio built with Tauri (Rust) and React that supports multiple databases and integrates AI-assisted features for SQL completion and risk scoring using a local LLM via Ollama.
