Published May 14, 2024 | Version v1
Model Open

Kenguruji Arnes Hackathon 2024 - Simple Model - 12 hours

Description

Simple water level prediction model for Kenguriji team at Arnes Hackathon 2024. Predicts water level after 12 hours based on water levels from the last 72 hours from the current and upstream gauges.

Before running, download the dataset and extract it to the dataset/processed/simple directory in our repository, and download the model, and extract it to the models/simple directory in our repository. Instructions for running are available in the repository.

Files

dataset.zip

Files (1.4 GB)

Name Size Download all
md5:dae1e09fec67bc5911fcac26bd03a85a
220.4 MB Preview Download
md5:7ccd34401b35feb196c7151f3e0577e4
1.2 GB Preview Download

Additional details

Related works

Compiles
Dataset: 10.5281/zenodo.11190423 (DOI)
Dataset: 10.5281/zenodo.11190536 (DOI)
Dataset: 10.5281/zenodo.11192339 (DOI)

Software

Repository URL
https://github.com/p1rko/ArnesHackathonKenguruji
Programming language
Python