Just Data
just data is an easy to use and accessible tool to counteract biases in machine learning. It helps users to understand their data and their machine learning model. Future versions will enable users to understand the cause of underlying biases and how to mitigate them.
Take a look at the presentation of our project during #HerHackaton here.
How to execute the app locally
To run the app locally, we recommend the use of conda environments.
Run in your command line terminal the following commands:
$ git clone https://github.com/martinagvilas/brainhackers-deloitte.git
$ cd {your/path/to/clone}
$ conda create --name "deloitte-challenge" python=3.8
$ conda activate deloitte-challenge
$ pip install -r requirements.txt
$ streamlit run app/demo.pyHow to execute the app online
Our app is built using Streamlit. To run it in your browser, just press the following badge: [COMING SOON]
How to run the notebooks
You can execute interactively the notebooks using Binder. Just press the following badge:
Authors
ordered alphabetically
Get in touch with us if you have any questions!