butlerbt/tanzania_water_predictor

Classification model predicting the function of water pumps throughout Tanzania # tanzania_water_predictor Classification model predicting the function of water pumps throughout Tanzania # Notebooks To explore my work, please see the /notebooks/exploratory directory where you will find one notebook for the data cleaning and egineering process, and one notebook for each ML algoritim I implmented. # Project Replication If you wish to recreate my results, clone this repo and follow the following steps: ## Setup Instructions To download the necessary data, please run the following command: ```bash # installs necessary requirements and downloads necessary data sh setup.sh ``` ### `tanz-water` conda environment This project relies on you using the `environment.yml` file to recreate the `tanz-water` conda environment. To do so, please run the following commands: ```bash # create the tanz-water conda environment # note: this make take anywhere from 10-20 minutes conda env create -f environment.yml # activate the tanz-water conda environment conda activate tanz-water # make tanz-water available to you as a kernel in jupyter python -m ipykernel install --user --name tanz-water --display-name "Python (tanz-water)" ```