Snorkel open-source framework
GPTKB entity
Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:software
machine learning framework |
| gptkbp:citation |
gptkb:Ratner,_A._et_al._(2017)._Snorkel:_Rapid_Training_Data_Creation_with_Weak_Supervision._VLDB.
|
| gptkbp:developedBy |
gptkb:Stanford_University
|
| gptkbp:firstReleased |
2019
|
| gptkbp:focusesOn |
data labeling
information extraction weak supervision |
| https://www.w3.org/2000/01/rdf-schema#label |
Snorkel open-source framework
|
| gptkbp:license |
gptkb:Apache_License_2.0
|
| gptkbp:notableContributor |
gptkb:Stephen_Bach
gptkb:Sen_Wu gptkb:Chris_Ré gptkb:Alex_Ratner gptkb:Paroma_Varma |
| gptkbp:programmingLanguage |
gptkb:Python
|
| gptkbp:relatedTo |
gptkb:Snorkel_AI
data programming labeling functions |
| gptkbp:repository |
https://github.com/snorkel-team/snorkel
|
| gptkbp:usedFor |
natural language processing
machine learning pipelines automated data labeling building training datasets |
| gptkbp:website |
https://snorkel.org/
|
| gptkbp:bfsParent |
gptkb:Snorkel_AI
|
| gptkbp:bfsLayer |
7
|