adaraai/adara-research

ADARA research papers, experiments, and notebooks # adara-research Papers, technical reports, experiments, and notebooks. Not a production dependency. ## Status **Planning** Classification: `RESEARCH / DATA` · Visibility: `public` · License: `Apache-2.0` ## Overview Each project needs README, question, hypothesis, method, dataset reference, config, results, limitations, next steps. Notebooks must not be imported by platform code. ## Why this exists Research cadence differs from product releases. ## Architecture papers/ and technical-reports/ for writing; experiments/ for code; notebooks/ isolated. ``` AFRICAN DATA ↓ LANGUAGE / SPEECH / CONTEXT ↓ MODELS ↓ EVALUATION + SAFETY ↓ API → SDK → PRODUCTS ``` See repository map in `adara-platform`. ## Installation No runtime. Copy a project template under experiments/. ## Usage See `experiments/TEMPLATE.md`. ## Development Use Conventional Commits and pull requests against `main`. See CONTRIBUTING.md. ## Testing Run the repository's documented test command. Do not run expensive training on every PR. ## Roadmap Documented in this README's status and in `adara-platform/ADARA-ARCHITECTURE.md`. Do not treat planned work as shipped. ## Contributing See CONTRIBUTING.md and the organization profile. ## Security See SECURITY.md. Never commit secrets, model weights, or private datasets. ## License Apache-2.0