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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 5 of 6)Audited Licensing & Privacy Bounds
Dataset
CC-BY-4.0Computational Biology & Genomics

Computational Biology & Genomics Qualified Evaluation Corpus 6

Computational Biology & Genomics · Standardized production evaluation partition 6 (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 7

Computational Biology & Genomics · Standardized production evaluation partition 7 (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 8

Computational Biology & Genomics · Standardized production evaluation partition 8 (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 9

Computational Biology & Genomics · Standardized production evaluation partition 9 (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 10

Computational Biology & Genomics · Standardized production evaluation partition 10 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
graph
Dataset SourceDetails
Dataset
CC-BY-4.0Cybersecurity & Network Intrusion

Cybersecurity & Network Intrusion Qualified Evaluation Corpus 1

Cybersecurity & Network Intrusion · Standardized production evaluation partition 1 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Cybersecurity & Network Intrusion

Cybersecurity & Network Intrusion Qualified Evaluation Corpus 2

Cybersecurity & Network Intrusion · Standardized production evaluation partition 2 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Cybersecurity & Network Intrusion

Cybersecurity & Network Intrusion Qualified Evaluation Corpus 3

Cybersecurity & Network Intrusion · Standardized production evaluation partition 3 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Cybersecurity & Network Intrusion

Cybersecurity & Network Intrusion Qualified Evaluation Corpus 4

Cybersecurity & Network Intrusion · Standardized production evaluation partition 4 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Cybersecurity & Network Intrusion

Cybersecurity & Network Intrusion Qualified Evaluation Corpus 5

Cybersecurity & Network Intrusion · Standardized production evaluation partition 5 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Cybersecurity & Network Intrusion

Cybersecurity & Network Intrusion Qualified Evaluation Corpus 6

Cybersecurity & Network Intrusion · Standardized production evaluation partition 6 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Cybersecurity & Network Intrusion

Cybersecurity & Network Intrusion Qualified Evaluation Corpus 7

Cybersecurity & Network Intrusion · Standardized production evaluation partition 7 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Cybersecurity & Network Intrusion

Cybersecurity & Network Intrusion Qualified Evaluation Corpus 8

Cybersecurity & Network Intrusion · Standardized production evaluation partition 8 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Cybersecurity & Network Intrusion

Cybersecurity & Network Intrusion Qualified Evaluation Corpus 9

Cybersecurity & Network Intrusion · Standardized production evaluation partition 9 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Cybersecurity & Network Intrusion

Cybersecurity & Network Intrusion Qualified Evaluation Corpus 10

Cybersecurity & Network Intrusion · Standardized production evaluation partition 10 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
tabular
Dataset SourceDetails
Dataset
CC-BY-4.0Acoustics & Environmental Audio

Acoustics & Environmental Audio Qualified Evaluation Corpus 1

Acoustics & Environmental Audio · Standardized production evaluation partition 1 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
audio
Dataset SourceDetails
Dataset
CC-BY-4.0Acoustics & Environmental Audio

Acoustics & Environmental Audio Qualified Evaluation Corpus 2

Acoustics & Environmental Audio · Standardized production evaluation partition 2 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
audio
Dataset SourceDetails
Dataset
CC-BY-4.0Acoustics & Environmental Audio

Acoustics & Environmental Audio Qualified Evaluation Corpus 3

Acoustics & Environmental Audio · Standardized production evaluation partition 3 (100K+ records) · Open Research Consortium & Data Alliance

Implementing Tools:
Scikit learnPyTorch
audio
Dataset SourceDetails