xuel12/h1permprediction

H1B and PERM prediction

An app to predict CONFIRM/DENIED for the H1B and PERM application.

To run the app

1. create virtual environment
   virtualenv -p python3.7 venv
2. install packages
   pip install -r conf/requirements.txt
3. spin on app
   python index.py

Note

In the directory dialog, the path should be a folder, e.g. /user/.

• the training data for H1B will be kept in /user/input_h1b
• the training data for PERM will be kept in /user/input_perm
• the code will be in /user/h1permprediction
• the discription for for training data will be kept in /user/h1permprediction/header, naming headers.csv and PERM_headers.csv. Examples were provided for reference.
• the model will be in /user/h1permprediction/model. Pre-trained models were also provided for reference.