Theory slides

Setup instructions

Download training data at https://s3.amazonaws.com/stylometry/job_salary_data.zip
Move job_salary_data.zip to the root directory and unzip
Install Miniconda for Python 2.7. See installation instructions at http://conda.pydata.org/docs/install/quick.html
$conda create --name opendoor --file conda-requirements.txt
$source activate opendoor
To train model run $python model_training.py, or run all the cells in model_training.ipynb in an IPython Notebook
To run the web app locally, $python job_salary.py
To send a request to the local web app, $python client.py

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
model_descriptions		model_descriptions
.gitignore		.gitignore
README.md		README.md
ROC_curve.png		ROC_curve.png
client.py		client.py
conda-requirements.txt		conda-requirements.txt
job_salary.py		job_salary.py
model_training.ipynb		model_training.ipynb
model_training.py		model_training.py