Ali
c8c98631a4
Fixed file size
|
2 年之前 | |
|---|---|---|
| bop_scripts | 2 年之前 | |
| config | 2 年之前 | |
| database_constitution | 2 年之前 | |
| img | 2 年之前 | |
| old | 2 年之前 | |
| submissions | 2 年之前 | |
| .gitignore | 2 年之前 | |
| README.md | 2 年之前 | |
| biologyOrderPrediction_starting_kit.html | 2 年之前 | |
| biologyOrderPrediction_starting_kit.ipynb | 2 年之前 | |
| biologyOrderPrediction_starting_kit_no_input.html | 2 年之前 | |
| download_data.py | 2 年之前 | |
| getting_started.ipynb | 2 年之前 | |
| problem.py | 2 年之前 | |
| requirements.txt | 2 年之前 |
README.md
biologyOrderPredictor
Authors : Lévi-dan Azoulay, Shana Zirah, Jonas Benhammou, Gaspard André, Nathane Berrebi and Ali Bellamine
This project has beeen realised in the Data Science Master of the Paris Polytechnique institute (M2DS) for the Datacamp class.
Install
Dependencies
python3 -m venv .venv
source .venv/bin/activate
pip install --upgrade pip
pip install -r requirements.txt
Downloading data
Because we cannot publicly release the data, you need to provide a download token to get them.
python3 download_data.py [download_token]
Getting started
You can open the getting started notebook to have a first insight of the provided data.
We provided a more exhaustive data analysis and a proposition of algorithm in the starting kit notebook.
Two classifier are provided :
- A dummy classifier (dummy)
- The starting kit classifier (starting_kit)
You can run with the ramp-test command :
ramp-test --submission dummy # Running dummy classifier
ramp-test --submission starting_kit # Running starting kit classifier