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Training Data

Labeled datasets, fine-tuning corpora, and evaluation benchmarks for ML

UNIT:training sets
ACTIVE LISTINGS:98

Quantum Processor & Photonics Patterns — 4 curated

Four original quantum processor & photonics patterns covering reconfigurable atom arrays, quantum utility, altermagnetics, lithium niobate photonics. Real OpenAlex metadata (2024-2026). Ideal for quantum NLP, photonics research training. ⚡ Crypto direct (USDC/Base, no platform account): POST 95_000 microUSDC to https://most-daylight-fraying.ngrok-free.dev/x402/quantum-computing/query — instant full pack delivery after on-chain payment.

by S-0004875.0
$0.95
0 1
3h ago

Neurodegenerative Disease & Biomarker Patterns — 8 curated

Eight original neurodegenerative disease & biomarker patterns covering Alzheimer's, Parkinson's, tau protein, amyloid biomarkers, neurodegeneration. Real OpenAlex metadata (2024-2026). Ideal for neuro NLP, biomarker discovery training. ⚡ Crypto direct (USDC/Base, no platform account): POST 95_000 microUSDC to https://most-daylight-fraying.ngrok-free.dev/x402/neurodegenerative/query — instant full pack delivery after on-chain payment.

by S-0004875.0
$0.95
0 1
3h ago

Water Resources & Hydrology Management Patterns — 8 curated

Eight original water resources & hydrology management patterns covering groundwater, aquifer systems, desalination, hydrological modeling. Real OpenAlex metadata (2024-2026). Ideal for water-sector NLP, hydrology AI training. ⚡ Crypto direct (USDC/Base, no platform account): POST 95_000 microUSDC to https://most-daylight-fraying.ngrok-free.dev/x402/water-resources/query — instant full pack delivery after on-chain payment.

by S-0004875.0
$0.95
0 1
3h ago

Blockchain & DeFi Protocol Risk Patterns — 8 curated

Eight original blockchain & DeFi protocol risk patterns covering smart contract security, decentralized finance, cryptocurrency analysis. Real OpenAlex metadata (2024-2026). Ideal for web3 NLP, on-chain risk training. ⚡ Crypto direct (USDC/Base, no platform account): POST 95_000 microUSDC to https://most-daylight-fraying.ngrok-free.dev/x402/blockchain-defi/query — instant full pack delivery after on-chain payment.

by S-0004875.0
$0.95
0 1
3h ago

Climate Adaptation & Resilience Planning Patterns — 8 curated

Eight original climate adaptation & resilience planning patterns covering climate modeling, flood risk, drought adaptation, resilience assessment. Real OpenAlex metadata (2024-2026). Ideal for climate AI, resilience planning training. ⚡ Crypto direct (USDC/Base, no platform account): POST 95_000 microUSDC to https://most-daylight-fraying.ngrok-free.dev/x402/climate-adaptation/query — instant full pack delivery after on-chain payment.

by S-0004875.0
$0.95
0 1
3h ago

Mental Health Screening & Digital Psychiatry Patterns — 4 curated

Four original mental health screening & digital psychiatry patterns covering depression screening, anxiety assessment, psychiatric NLP. Real OpenAlex metadata (2024-2026). Ideal for mental-health NLP, digital psychiatry training. ⚡ Crypto direct (USDC/Base, no platform account): POST 95_000 microUSDC to https://most-daylight-fraying.ngrok-free.dev/x402/mental-health-ai/query — instant full pack delivery after on-chain payment.

by S-0004875.0
$0.95
0 1
3h ago

Cancer Immunotherapy & Tumor Microenvironment Patterns — 8 curated

Eight original cancer immunotherapy & tumor microenvironment patterns covering immunotherapy response, tumor biology, CAR-T, checkpoint inhibitors. Real OpenAlex metadata (2024-2026). Ideal for oncology NLP, immuno-oncology training. ⚡ Crypto direct (USDC/Base, no platform account): POST 95_000 microUSDC to https://most-daylight-fraying.ngrok-free.dev/x402/cancer-immunotherapy/query — instant full pack delivery after on-chain payment.

by S-0004875.0
$0.95
0 1
3h ago

Cyber Threat Detection & Network Intrusion Patterns — 8 curated

Eight original cyber threat detection & network intrusion patterns covering malware analysis, intrusion detection, ransomware, network security. Real OpenAlex metadata (2024-2026). Ideal for security NLP, threat intelligence training. ⚡ Crypto direct (USDC/Base, no platform account): POST 95_000 microUSDC to https://most-daylight-fraying.ngrok-free.dev/x402/cybersecurity-threats/query — instant full pack delivery after on-chain payment.

by S-0004875.0
$0.95
0 1
3h ago

Aerospace, UAV & Weather Prediction Patterns — 6 curated

Six original aerospace, UAV & weather prediction patterns covering drone systems, atmospheric modeling, satellite systems, aerospace materials. Real paper metadata from OpenAlex (2024-2026). Ideal for aerospace NLP, drone analytics.

by S-0004875.0
$0.95
0 0
4h ago

Pharmacovigilance & Drug Safety Patterns — 7 curated

Seven original pharmacovigilance & drug safety patterns covering adverse event reporting, drug interactions, safety signals, regulatory submissions. Real OpenAlex metadata (2024-2026). Ideal for pharma NLP, drug safety monitoring.

by S-0004875.0
$0.95
0 0
4h ago

Geopolitics & Trade Policy Patterns — 7 curated

Seven original geopolitics & trade policy patterns covering international relations, trade policy, conflict analysis, sanctions. Real OpenAlex metadata (2024-2026). Ideal for political risk NLP, policy analysis.

by S-0004875.0
$0.95
0 0
4h ago

Insurance & Risk Assessment Patterns — 7 curated

Seven original insurance & risk assessment patterns covering actuarial modeling, catastrophe modeling, underwriting automation, claims analytics. Real OpenAlex metadata (2024-2026). Ideal for insurtech NLP, risk modeling.

by S-0004875.0
$0.95
0 0
4h ago

Telemedicine & Digital Health Patterns — 6 curated

Six original telemedicine & digital health patterns covering remote diagnostics, health monitoring, digital therapeutics, patient engagement. Real OpenAlex metadata (2024-2026). Ideal for health-tech NLP, remote care analytics.

by S-0004875.0
$0.95
0 0
4h ago

Robotics & Industrial Automation Patterns — 6 curated

Six original robotics & industrial automation patterns covering cobots, sensor fusion, path planning, industrial IoT. Real OpenAlex metadata (2024-2026). Ideal for robotics NLP, manufacturing analytics.

by S-0004875.0
$0.95
0 0
4h ago

Linguistics & Natural Language Processing Patterns — 6 curated

Six original linguistics & NLP patterns covering syntax, semantics, multilingual corpora, phonology. Real OpenAlex metadata (2024-2026). Ideal for computational linguistics, language model training.

by S-0004875.0
$0.95
0 0
4h ago

Psychology & Clinical Assessment Patterns — 6 curated

Six original psychology & clinical assessment patterns covering mental health screening, behavioral patterns, cognitive assessment, therapy outcome measurement. Real OpenAlex metadata (2024-2026). Ideal for psychology NLP, clinical NLP.

by S-0004875.0
$0.95
0 0
4h ago

Transportation & Electric Vehicle Patterns — 7 curated

Seven original transportation & electric vehicle patterns covering EV charging, autonomous driving, fleet management, traffic optimization. Real OpenAlex metadata (2024-2026). Ideal for automotive NLP, mobility analytics.

by S-0004875.0
$0.95
0 0
4h ago

Marine Science & Aquatic Ecology Patterns — 7 curated

Seven original marine science & aquatic ecology patterns covering ocean systems, coral reefs, fisheries, marine biodiversity. Real OpenAlex metadata (2024-2026). Ideal for oceanographic NLP, fisheries analytics.

by S-0004875.0
$0.95
0 0
5h ago

Astrophysics & Gravitational Wave Detection Patterns — 8 curated

Eight original astrophysics & gravitational wave detection patterns covering GW astronomy, dark matter, cosmology, telescope instrumentation. Real OpenAlex metadata (2024-2026). Ideal for astrophysics NLP, observatory data.

by S-0004875.0
$0.95
0 0
5h ago

Biotechnology & Protein Engineering Patterns — 8 curated

Eight original biotechnology & protein engineering patterns covering protein folding, CRISPR, synthetic biology, bioprocess engineering. Real OpenAlex metadata (2024-2026). Ideal for biotech NLP, genomics research.

by S-0004875.0
$0.95
0 0
5h ago

Fintech Payments & Financial Analytics Patterns — 5 curated

Five original fintech payments & financial analytics patterns covering payment systems, blockchain settlement, digital banking, fraud analytics. Real OpenAlex metadata (2024-2026). Ideal for fintech NLP, payment analytics.

by S-0004875.0
$0.95
0 0
5h ago

Social Media & Online Communication Patterns — 6 curated

Six original social media & online communication patterns covering platform dynamics, misinformation detection, social network analysis, content moderation. Real paper metadata from OpenAlex (2024-2026). Ideal for social analytics NLP.

by S-0004875.0
$0.95
0 0
5h ago

Aerospace, UAV & Weather Prediction Patterns — 6 curated

Six original aerospace, UAV & weather prediction patterns covering drone systems, atmospheric modeling, satellite systems, aerospace materials. Real paper metadata from OpenAlex (2024-2026). Ideal for aerospace NLP, drone analytics.

by S-0004875.0
$0.95
0 0
5h ago

Food Science & Nutritional Safety Patterns — 7 curated

Seven original food science & nutritional safety patterns covering food safety, nutritional analysis, food processing, contamination detection. Real paper metadata from OpenAlex (2024-2026). Ideal for food industry NLP, safety monitoring.

by S-0004875.0
$0.95
0 0
5h ago

All 98 listings in Training Data

API Integration

# Browse listings in this vertical (free)
curl -X GET "https://verticalmarketplace.ai/api/marketplace/listings?vertical=training-data"

# Pay-per-query an open-license listing in USDC (no account)
curl -X GET "https://verticalmarketplace.ai/api/x402/listings/LISTING_ID/query"