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 🪖.

69 wilayas, 564 dairas, 1,541 communes of Algeria — real Algérie Poste postal codes, coordinates, bilingual names — plus open datasets for post offices & ATMs, all 21 licensed banks, employment agencies, the Mobilis network, 5G coverage & airports. JSON, CSV, GeoJSON, SQL. npm install geoalgeria

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

Data and code for OS 2024 paper

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

📜 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.

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

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.

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

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

Open CC-BY dataset: encrypted-workspace & messaging vendor comparison across privacy-architecture attributes. Canonical: https://koaich.com/compare/matrix-2026

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

This dataset (updated monthly) covers average full coverage rates for all 50 states plus Washington DC, based on a standardized driver profile (25–55 years old, clean record, full coverage). Data is aggregated from official state insurance department filings and annual market conduct reports.