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jackleejm/spacy-medication-ner

By jackleejm

•Updated over 1 year ago

A fine-tuned SpaCy model wrapped in BentoML Service for medication NER

Image
Machine learning & AI
Data science
0

95

jackleejm/spacy-medication-ner repository overview

⁠General Information

A fine-tuned SpaCy model trained on synthetic data generated by Synthea, tasked with entity extractions for medication strings, wrapped in BentoML service for ease of deployment and usage via API endpoints.

For more information, do refer to the GitHub repository⁠ for more details.

⁠Usage

After pulling from Docker Hub repository, run the following command to run inferences using the API endpoint of "/predict":

docker run -it --rm -p 3000:3000  jackleejm/spacy-medication-ner:v1.0.0

Tag summary

Content type

Image

Digest

sha256:03dab6cc1…

Size

512.3 MB

Last updated

over 1 year ago

docker pull jackleejm/spacy-medication-ner:v1.0.0