berkeleybop/artificial-intelligence-ontology
An ontology modeling classes and relationships describing deep learning networks, their component layers and activation functions, machine learning methods, as well as AI/ML potential biases.
Jupyter Notebook
Issues
- 0
model drift metrics
#45 opened by realmarcin - 0
Upgrade to latest ODK
#44 opened by cmungall - 0
collider-stratification bias
#43 opened by realmarcin - 0
consider terms from ONNX
#42 opened by realmarcin - 0
transformer taxonomy
#41 opened by realmarcin - 0
LLMs
#40 opened by realmarcin - 0
data hazards
#39 opened by realmarcin - 0
model terms from Google ML glossary
#38 opened by realmarcin - 0
- 0
literature data integrity for MedAI
#36 opened by realmarcin - 0
complete addition of PyTorch classes
#35 opened by realmarcin - 0
import terms from Data Use Ontology
#34 opened by realmarcin - 0
chatbot/prompt branch
#33 opened by realmarcin - 1
- 0
NIST trustworthy AI glossary
#32 opened by realmarcin - 0
add AI security branch
#31 opened by realmarcin - 0
more bias terms
#30 opened by realmarcin - 0
add 'Anomaly' branch for AIO
#29 opened by realmarcin - 0
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- 0
import huggingface models and tasks
#25 opened by realmarcin - 0
make ontology IRI resolvable
#24 opened by cmungall - 0
Add import to DUO
#23 opened by cmungall - 0
Fix README.md
#22 opened by cmungall - 3
Add terms from papers with code's methods.json
#19 opened by turbomam - 0
Add bias knowledge from additional sources
#21 opened by realmarcin - 0
add terms for categories
#14 opened by realmarcin - 1
New terms request under: Activation function
#12 opened by hrshdhgd - 1
- 0
relate layers to networks
#10 opened by turbomam - 2
Pull in any new spreadsheet rows
#2 opened by turbomam - 2
Start generating JSON artifact
#4 opened by turbomam - 2
ROBOT report parent issue
#8 opened by turbomam - 0
- 4
give oio:hasExactSynonym a full prefix
#6 opened by turbomam - 1
Add to BioPortal
#5 opened by turbomam - 0
Unparsable SWO triples
#7 opened by turbomam