https://github.com/dkarunakaran/entity_recoginition_deep_learning
Entity recognition using Deep Learning
https://github.com/dkarunakaran/entity_recoginition_deep_learning
deep-learning lstm python3
Last synced: about 1 year ago
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Entity recognition using Deep Learning
- Host: GitHub
- URL: https://github.com/dkarunakaran/entity_recoginition_deep_learning
- Owner: dkarunakaran
- Created: 2018-03-28T07:22:42.000Z (about 8 years ago)
- Default Branch: master
- Last Pushed: 2018-04-30T01:50:23.000Z (about 8 years ago)
- Last Synced: 2025-04-01T18:21:25.632Z (about 1 year ago)
- Topics: deep-learning, lstm, python3
- Language: Python
- Homepage:
- Size: 39.1 KB
- Stars: 48
- Watchers: 3
- Forks: 30
- Open Issues: 5
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Metadata Files:
- Readme: README.md
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README
# Entity recognition using Deep Learning
Please visit my [medium link](https://medium.com/intro-to-artificial-intelligence/entity-extraction-using-deep-learning-8014acac6bb8) to see the explanation of the project. As explained in the post, the project is based on [Guillaume Genthial](https://guillaumegenthial.github.io/sequence-tagging-with-tensorflow.html)’s blog about sequence tagging work.
There are changes made to the orginal work of [Guillaume Genthial](https://guillaumegenthial.github.io/sequence-tagging-with-tensorflow.html), but some of the code base remain same for the below:
* model.py - the code base is taken [Guillaume Genthial](https://guillaumegenthial.github.io/sequence-tagging-with-tensorflow.html)'s work and it got modifed to the need.
* dataobject.py - some of the code base is taken from [Guillaume Genthial](https://guillaumegenthial.github.io/sequence-tagging-with-tensorflow.html)'s work
* data_utils.py - some of the code base is taken from [Guillaume Genthial](https://guillaumegenthial.github.io/sequence-tagging-with-tensorflow.html)'s work
* config.py - some of the codebase is taken from [Guillaume Genthial](https://guillaumegenthial.github.io/sequence-tagging-with-tensorflow.html)'s work