Ecosystems:
Jupyter Notebook
Streamlit Talk for Data Umbrella 2020
Simple dashboard using SHAP values and Anchors for explanations for predictions:
Usage
-
Install anaconda.
-
Create a virtual environment:
conda create -n data-umbrella-streamlit python=3.8
conda activate data-umbrella-streamlit
- Clone this repository
git clone https://github.com/thomasjpfan/data-umbrella-2020-streamlit-ml.git
cd data-umbrella-2020-streamlit-ml
- Install requirements:
pip install -r requirements-all.txt
- Run the intro:
streamlit run intro.py --server.runOnSave True
- Run the explanation:
streamlit run explain.py --server.runOnSave True
License
This repo is under the MIT License.