Keine Beschreibung

Ali c8c98631a4 Fixed file size		vor 2 Jahren
bop_scripts	5b7cbee370 Mise à jour de la visualisation	vor 2 Jahren
config	cf37238947 Structuration du projet	vor 2 Jahren
database_constitution	57387df1c9 Initial push	vor 2 Jahren
img	57387df1c9 Initial push	vor 2 Jahren
old	cf37238947 Structuration du projet	vor 2 Jahren
submissions	4e3433f6ea Fixed bug	vor 2 Jahren
.gitignore	f810bd13ae Parsing ATC drugs from nml	vor 2 Jahren
README.md	204db2b9b8 Updated readme	vor 2 Jahren
biologyOrderPrediction_starting_kit.html	e0ef580cd0 Set to rampkit format	vor 2 Jahren
biologyOrderPrediction_starting_kit.ipynb	e0ef580cd0 Set to rampkit format	vor 2 Jahren
biologyOrderPrediction_starting_kit_no_input.html	e0ef580cd0 Set to rampkit format	vor 2 Jahren
download_data.py	c8c98631a4 Fixed file size	vor 2 Jahren
getting_started.ipynb	cf37238947 Structuration du projet	vor 2 Jahren
problem.py	e0ef580cd0 Set to rampkit format	vor 2 Jahren
requirements.txt	204db2b9b8 Updated readme	vor 2 Jahren

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

    python3 -m venv .venv
    source .venv/bin/activate

    pip install --upgrade pip
    pip install -r requirements.txt

Because we cannot publicly release the data, you need to provide a download token to get them.

    python3 download_data.py [download_token]

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 :

You can run with the ramp-test command :

    ramp-test --submission dummy # Running dummy classifier
    ramp-test --submission starting_kit # Running starting kit classifier