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https://github.com/wri-dssg-omdena/policy-data-analyzer
Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.
https://github.com/wri-dssg-omdena/policy-data-analyzer
active-learning bert data-science document-classification environmental huggingface incentives landscape-restoration lda machine-learning nlp policy sbert scraping scrapy sentence-transformers spyder text-classification topic transformers
Last synced: 14 days ago
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Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.
- Host: GitHub
- URL: https://github.com/wri-dssg-omdena/policy-data-analyzer
- Owner: wri-dssg-omdena
- License: other
- Created: 2020-10-08T01:43:32.000Z (about 4 years ago)
- Default Branch: master
- Last Pushed: 2022-04-01T13:32:33.000Z (over 2 years ago)
- Last Synced: 2024-08-01T16:47:20.971Z (3 months ago)
- Topics: active-learning, bert, data-science, document-classification, environmental, huggingface, incentives, landscape-restoration, lda, machine-learning, nlp, policy, sbert, scraping, scrapy, sentence-transformers, spyder, text-classification, topic, transformers
- Language: Jupyter Notebook
- Homepage:
- Size: 226 MB
- Stars: 33
- Watchers: 4
- Forks: 10
- Open Issues: 9
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Metadata Files:
- Readme: README.md
- License: LICENSE