GitHub - AMKCode/AwarenessPLUS: NLP-based news recommendation system that recommends news articles of different perspectives to the user, built as a Google Chrome extension with ML models hosted on AWS EC2.

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NLP-based news recommendation system that recommends news articles of different perspectives to the user, built as a Google Chrome extension with ML models hosted on AWS EC2.

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Name		Name	Last commit message	Last commit date
Latest commit History 66 Commits
.ipynb_checkpoints		.ipynb_checkpoints
Database		Database
Database_bad		Database_bad
Database_bing		Database_bing
Get_Input		Get_Input
__pycache__		__pycache__
fastapi		fastapi
frontend		frontend
.DS_Store		.DS_Store
.gitignore		.gitignore
.main.py.swo		.main.py.swo
BERTopic_pipeline.ipynb		BERTopic_pipeline.ipynb
M1_backend.py		M1_backend.py
M1_ouput.json		M1_ouput.json
M1_output.json		M1_output.json
M2.1_hyperpartisanship_classification_pipeline.ipynb		M2.1_hyperpartisanship_classification_pipeline.ipynb
M2.1_leaning_classification_pipeline.ipynb		M2.1_leaning_classification_pipeline.ipynb
M2_Backend.py		M2_Backend.py
M2_Backend_batch.py		M2_Backend_batch.py
M2_output.json		M2_output.json
README.txt		README.txt
Run_M2.1.ipynb		Run_M2.1.ipynb
Run_M2.1.py		Run_M2.1.py
Spacefile		Spacefile
Xinyuan.pem		Xinyuan.pem
backend.sh		backend.sh
flask_backend_M2_separate.py		flask_backend_M2_separate.py
hyperpartisan_dataset.py		hyperpartisan_dataset.py
loop_test_backend.py		loop_test_backend.py
m22.py		m22.py
main.py		main.py
main_old(flask).py		main_old(flask).py
mlsd.yml		mlsd.yml
polusa_dataset.py		polusa_dataset.py
solr_test.sh		solr_test.sh

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M1 Usage: 

Input files: 
	input_dir = 1 text document with body of input article. 

Data files: 
	csv_dir = 1 csv document with article info as rows

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NLP-based news recommendation system that recommends news articles of different perspectives to the user, built as a Google Chrome extension with ML models hosted on AWS EC2.

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