Use DNNs to build encoding models of EEG visual responses.

Source of the Open Repair Alliance downloadable datasets

🇧🇮 The first large-scale, open-source speech and text dataset for Kirundi language. Building AI models for 12M+ Kirundi speakers through community collaboration. Includes ASR, TTS, and MT capabilities.

Following is the Open Email Marketing Dataset; you can use it without any restrictions.

Open, verifiable AI-driven football market analytics project for detecting mispriced bookmaker odds.

Data and code for SMJ 2019 paper

🇷🇺 Russian losses in 🇺🇦 Ukraine since the start of the 2022 full-scale invasion 🪖.

Reproducible MIT-licensed accuracy benchmark for any astrology API. 210 planet positions across 21 charts verified against NASA JPL Horizons DE441.

📊 Fetch real-time Italian statistics on economy, population, health, and more with the Live Italy API Wrapper, fully supporting TypeScript.

Data and code for OS 2024 paper

The open index of certification exam blueprints. 1,562 exams across 217 certifying bodies.

A small dialogue dataset exploring the boundaries of machine decision-making, agency, and alignment. Useful for fine-tuning conversational agents or testing moral reasoning

📜 Know the Law — an open, schema-validated dataset of legal-literacy questions plus a privacy-first, offline quiz game that runs entirely in the browser.

A Framework for Robust, Self-Recovering Tool-Using Language Model Agents — trained on 50K+ failure-annotated trajectories for fault-tolerant reasoning and recovery.

Build graph-structured multi-agent systems with this collection of research papers, datasets, and design patterns for programmable AI organizations.

Open ML lab for English ESDB size-band prediction with a 6,000-word dataset, reproducible baselines, evaluation reports, Transformer training, and FastAPI inference.

Open dataset: 344 branded foods + 74 whole foods graded A–F on a transparent 6-dimension nutrition score, from USDA FoodData Central. CC BY 4.0. https://labelgrade.com

Protege.Dados – Observatório de Proteção Digital Infantojuvenil. Plataforma aberta para reutilização de dados governamentais, produção de indicadores e apoio à formulação de políticas públicas baseadas em evidências para proteção de crianças e adolescentes.

Dataset of 4,368 AI-generated images based on COCO for assessing coherence and realism in synthetic imagery.

Data from ATNi's 2025 East Africa Market Assessment (EAMA) on company nutrition policies and product portfolios in Tanzania.