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Full code to create app that summarize the news and get the topic using models that are easy to train and deploy (Use the API)

https://news-summarize-topic-predict.herokuapp.com/
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pranshurastogi29/News-summarization-Topic-Prediction

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tiny-bert
tiny-bert
 
 
News summarization & Topic Prediction.ipynb
News summarization & Topic Prediction.ipynb
 
 
Procfile
Procfile
 
 
README.md
README.md
 
 
app.py
app.py
 
 
model.bin
model.bin
 
 
requirements.txt
requirements.txt
 
 
runtime.txt
runtime.txt
 
 
scraping_news_and_create_dataset.ipynb
scraping_news_and_create_dataset.ipynb
 
 
setup.sh
setup.sh
 
 
tokenizer.obj
tokenizer.obj
 
 
training_super_fast_tiny_bert.ipynb
training_super_fast_tiny_bert.ipynb
 
 

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Full code to create app that summarize the news and get the topic using models that are easy to train and deploy (Use the API)

https://news-summarize-topic-predict.herokuapp.com/

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nlp transformers classification topic-modeling summarization nlp-apis topic-extraction nlp-machine-learning heroku-deployment transformer-models streamlit streamlit-webapp

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