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Perform a classification task on mental issue via text

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mentalist

Perform a classification task on mental issue via text

Model:

Data:

Our training data both_train.csv is retrieved from Murarka et el. (2021) github repo:

Contributors:

  • Viet Anh Duong: Project Architecturer, NLP model maker
  • Thu Ha Nguyen: Project Leader, UI designer
  • Long Khanh Tran: Techinical Lead, fullstack developer

Set up

Requirements: Git, Python >= 3.7.11, npm, and node.

To replicate our results, the required dependencies are specified in the requirements.txt file.

(Optional) A virtual machine is highly recommended. Set up guidance:

  • With conda:
conda create -n venv python=3.7
conda activate venv
pip3 install -r requirements.txt

To run our app

  • On terminal:
npm run dev
  • Open another terminal:
cd mentalist
python3 manage.py runserver

A local development server is located at

http://localhost:8000/

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Perform a classification task on mental issue via text

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