joeyism/py-instacart

Instacart Analysis

Install Requirements

To install requirements, run

pip3 install -r requirements.txt

Data Files

Due to repository restrictions on data sizes, data files were unable to be uploaded. Before running, it is important to download the data and put them into the data/ folder such that

.
├── data
│   ├── aisles.csv
│   ├── departments.csv
│   ├── order_products__prior.csv
│   ├── order_products__train.csv
│   ├── orders.csv
│   ├── products.csv
│   └── sample_submission.csv
├── README.md
├── requirements.txt
├── run.py

Run

To run the code, just run the file run.py

python3 run.py

and a file of the form submission-*.csv will be generated.

The submission file to get the score 0.3812513 is file submission-2017-11-11-01-10-12.csv

How It Works

To learn how it works, please read the documentation