https://github.com/aalexander47/name_entity_model-ner-

https://github.com/aalexander47/name_entity_model-ner-

dataset juypter-notebook machine-learning named-entity-recognition ner python3 spacy

Last synced: 13 days ago
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• Host: GitHub
• URL: https://github.com/aalexander47/name_entity_model-ner-
• Owner: aalexander47
• Created: 2023-10-04T08:09:17.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-10-04T15:21:33.000Z (over 1 year ago)
• Last Synced: 2024-11-14T13:39:32.249Z (2 months ago)
• Topics: dataset, juypter-notebook, machine-learning, named-entity-recognition, ner, python3, spacy
• Language: Jupyter Notebook
• Homepage:
• Size: 1.03 MB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Named Entity Recognition (NER) with [Name_entity_model-NER-]

Welcome to the Named Entity Recognition (NER) repository for [Name_entity_model-NER-]! .

This repository is dedicated to the task of identifying and classifying named entities within text data. 

Whether you're interested in NER research, building custom NER models, or using NER for practical applications, this project provides the tools and resources to facilitate your journey.

[NER_model] is designed to help you:

- Explore NER techniques and models.

- Train and fine-tune NER models on your own datasets.

- Build applications that extract meaningful information from unstructured text.

## Features

- [Feature 1]: IT labels each word with its coresponding name.

## Screenshots

![Screenshots](https://github.com/aalexander47/Name_entity_model-NER-/blob/main/Screenshots/NER.png?raw=true)

## Dataset preview

Train.Txt

![Screenshots1](https://github.com/aalexander47/Name_entity_model-NER-/blob/main/Screenshots/Train_Dataset.png?raw=true)

Valid.txt

![Screenshots2](https://github.com/aalexander47/Name_entity_model-NER-/blob/main/Screenshots/valid_dataset.png?raw=true)

## Evaluation

-This Ner Model has an Accuracy of 96%

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Support

If you have any questions, issues, or suggestions, please open an issue on this repository, and we'll be happy to assist you.

Happy NER with NER_MoDeL ! 🚀🔍