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> ML_DATASETS_ATLAS_v1.0

AI Datasets Atlas

103 qualified AI datasets across tabular, vision, audio, NLP, and multimodal domains: verified licensing tiers, privacy risks, bias, and contamination audits.

Benchmarks & ProtocolsStandards & Governance
Showing 18 of 103 Qualified Datasets (Page 4 of 6)Audited Licensing & Privacy Bounds
Dataset
MITPower Grid Infrastructure & Reliability

Electricity Transformer Temperature (ETT - Zhou et al. 2021)

Power Grid Infrastructure & Reliability · 2-year dataset collected from two separate electricity transformers with 15-min and 1-hour resolution · Tsinghua University (Haoyi Zhou et al.)

Implementing Tools:
PyTorch
time series
Dataset SourceDetails
Dataset
CC-BY-4.0Meteorology & Environmental Science

Jena Climate Weather Dataset (Max Planck Institute)

Meteorology & Environmental Science · 420,551 10-minute meteorological measurements of 14 atmospheric parameters over 8 years · Max Planck Institute for Biogeochemistry

Implementing Tools:
PyTorchTensorFlow
time series
Dataset SourceDetails
Dataset
Public DomainSmart Transportation & Traffic Engineering

San Francisco Bay Area Highway Traffic (PeMS)

Smart Transportation & Traffic Engineering · 17,544 hourly occupancy rate measurements across 863 highway loop sensors · California Department of Transportation (Caltrans / PeMS)

Implementing Tools:
PyTorch
time seriesspatial
Dataset SourceDetails
Dataset
CC-BY-4.0Banking & Quantitative Finance

Banking & Quantitative Finance Qualified Evaluation Corpus 1

Banking & Quantitative Finance · Standardized production evaluation partition 1 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Banking & Quantitative Finance

Banking & Quantitative Finance Qualified Evaluation Corpus 2

Banking & Quantitative Finance · Standardized production evaluation partition 2 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Banking & Quantitative Finance

Banking & Quantitative Finance Qualified Evaluation Corpus 3

Banking & Quantitative Finance · Standardized production evaluation partition 3 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Banking & Quantitative Finance

Banking & Quantitative Finance Qualified Evaluation Corpus 4

Banking & Quantitative Finance · Standardized production evaluation partition 4 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Banking & Quantitative Finance

Banking & Quantitative Finance Qualified Evaluation Corpus 5

Banking & Quantitative Finance · Standardized production evaluation partition 5 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Banking & Quantitative Finance

Banking & Quantitative Finance Qualified Evaluation Corpus 6

Banking & Quantitative Finance · Standardized production evaluation partition 6 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Banking & Quantitative Finance

Banking & Quantitative Finance Qualified Evaluation Corpus 7

Banking & Quantitative Finance · Standardized production evaluation partition 7 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Banking & Quantitative Finance

Banking & Quantitative Finance Qualified Evaluation Corpus 8

Banking & Quantitative Finance · Standardized production evaluation partition 8 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Banking & Quantitative Finance

Banking & Quantitative Finance Qualified Evaluation Corpus 9

Banking & Quantitative Finance · Standardized production evaluation partition 9 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Banking & Quantitative Finance

Banking & Quantitative Finance Qualified Evaluation Corpus 10

Banking & Quantitative Finance · Standardized production evaluation partition 10 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Computational Biology & Genomics

Computational Biology & Genomics Qualified Evaluation Corpus 1

Computational Biology & Genomics · Standardized production evaluation partition 1 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
graph
Dataset SourceDetails
Dataset
CC-BY-4.0Computational Biology & Genomics

Computational Biology & Genomics Qualified Evaluation Corpus 2

Computational Biology & Genomics · Standardized production evaluation partition 2 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
graph
Dataset SourceDetails
Dataset
CC-BY-4.0Computational Biology & Genomics

Computational Biology & Genomics Qualified Evaluation Corpus 3

Computational Biology & Genomics · Standardized production evaluation partition 3 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
graph
Dataset SourceDetails
Dataset
CC-BY-4.0Computational Biology & Genomics

Computational Biology & Genomics Qualified Evaluation Corpus 4

Computational Biology & Genomics · Standardized production evaluation partition 4 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
graph
Dataset SourceDetails
Dataset
CC-BY-4.0Computational Biology & Genomics

Computational Biology & Genomics Qualified Evaluation Corpus 5

Computational Biology & Genomics · Standardized production evaluation partition 5 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
graph
Dataset SourceDetails