https://github.com/valentingol/ramp-huawei2021

https://github.com/valentingol/ramp-huawei2021

Last synced: 2 days ago
JSON representation

• Host: GitHub
• URL: https://github.com/valentingol/ramp-huawei2021
• Owner: valentingol
• Created: 2021-06-20T14:34:39.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-06-26T22:20:50.000Z (over 3 years ago)
• Last Synced: 2024-10-12T16:35:59.650Z (about 1 month ago)
• Language: Python
• Size: 85 KB
• Stars: 1
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Huawei RAMP 2021 GOLDITE PESCE RHIM

Repository for the Huawei RAMP 2021 competition (OAN failure challenge).

Authors: Valentin GOLDITE Florian PESCE Ayoub RHIM

## Install dependencies

Run this line in the repository folder:

```bash

pip install -r requirements.txt

```

Main package installed are:

- [ramp-workflow](https://github.com/ramp-kits/oan_failure) project

- [oan_failure](https://github.com/ramp-kits/oan_failure) project

- pytorch-cpu (1.9)

- lightgbm

- pandas

- scikit-learn

- matplotlib

## Download and prepare data

First download the file **public_data.tar.bz2** from the slack channel *#oan_failure_challenge*

Unzip content in **Huawei2021** folder.

Run prepare data script:

```bash

python data/prepare_data.py

```

Moove city_A and city_B folder in the data folder:

```bash

mv city_A city_B data/

```