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GeezerVison is showing github.com — GitHub - datmar/arxiv-classification: Classify arXiv research papers based on topic with LSTM

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.ipynb_checkpoints
 
 
data
data
 
 
results
results
 
 
.ipynb
.ipynb
 
 
README.md
README.md
 
 
config.py
config.py
 
 
configs.py
configs.py
 
 
get_papers.ipynb
get_papers.ipynb
 
 
get_papers.py
get_papers.py
 
 
paper_classifier.ipynb
paper_classifier.ipynb
 
 
paper_classifier.py
paper_classifier.py
 
 
paper_classifier.py~
paper_classifier.py~
 
 
paper_classifier1.h5
paper_classifier1.h5
 
 
requirements.txt
requirements.txt
 
 
utils.py
utils.py
 
 

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arxiv-classification

Classify arXiv research papers based on topic

Setup

  • Obtain an api key here for Core.
  • In config.py file (in root directory) assign API_KEY = "your_api_key"

Usage

  • Set your desired two topics in get_papers.py
  • Default is set for Deep Learning and Computer Science
  • Run python get_papers.py
  • Run python paper_classifier.py

Next Steps

  • Allow user to pass topics through command line arguments
  • Decrease overfitting

NOTE: You can also view the Jupyter Notebook files as an alternative to command line

About

Classify arXiv research papers based on topic with LSTM

medium.com/@darius.atmar/classifying-arxiv-research-papers-using-lstm-9f535cd9c1e4?source=friends_link&sk=395a4d9d293522a70aded64d1d3b6e43

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