No Description

Ali 1e1e17340f Cleaning repo 2 years ago
bop_scripts 5b7cbee370 Mise à jour de la visualisation 2 years ago
config cf37238947 Structuration du projet 2 years ago
database_constitution 57387df1c9 Initial push 2 years ago
img 57387df1c9 Initial push 2 years ago
old cf37238947 Structuration du projet 2 years ago
submissions 4e3433f6ea Fixed bug 2 years ago
.gitignore f810bd13ae Parsing ATC drugs from nml 2 years ago
README.md 204db2b9b8 Updated readme 2 years ago
biologyOrderPrediction_starting_kit.html e0ef580cd0 Set to rampkit format 2 years ago
biologyOrderPrediction_starting_kit.ipynb e0ef580cd0 Set to rampkit format 2 years ago
biologyOrderPrediction_starting_kit_no_input.html e0ef580cd0 Set to rampkit format 2 years ago
download_data.py 2a6cf5476c Files moves to GCP 2 years ago
getting_started.ipynb cf37238947 Structuration du projet 2 years ago
problem.py e0ef580cd0 Set to rampkit format 2 years ago
requirements.txt 204db2b9b8 Updated readme 2 years ago

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