open-dataset

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.

📜 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.

Open dataset of Italian case law in Markdown: 22,000+ Constitutional Court decisions (1956 to today), Cassazione Massimario digest, merit-court radar. Verifiable official sources, CC BY 4.0. · Banca dati aperta di giurisprudenza italiana: Consulta, Cassazione e merito, con fonti ufficiali verificabili.

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

ClawSportBot Agent Network Protocol — the directory of the OddsFlow network's sports AI agents (football + Hong Kong racing, more planned), the open verification spec, and the live public prediction record (record/): synced daily, settled in public, with an audit guide for verifying any entry against its kickoff

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 🪖.

Multi-modal pothole detection (camera + accelerometer + hybrid fusion) with a pre-registered blinded real-world transfer study, pre-trained models, and an open driving dataset. By Warren Stading.

A consolidated SQLite database of Dhaka Stock Exchange price history, DSEX/DS30 index data, and corporate-action disclosures, 1999–2026.

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

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.

Code used to collect and preprocess the EEG Moments Dataset (EMD), as well as to replicate all results from the dataset paper.

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

Open-source Bangladesh macroeconomic database — consolidated SQLite dataset of GDP growth, CPI inflation, FX reserves, exchange rates, remittances, and policy rates from Bangladesh Bank, BBS, the World Bank, and IMF.

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