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apprentissage-artificiel

Installation

Prérequis

  • Python >=3.10
  • pip
  • virtualenv
  • git

Installation

  1. Cloner le dépôt git
git clone https://github.com/mdjamina/machine_learning.git
  1. préparer l'environement virtuel
cd machine_learning
virtualenv .venv
source .venv/bin/activate
  1. Installer les dépendances
pip install -r requirements.txt

Utilisation

préparation des données

python ./src/pre_processing.py --datafile ./data/deft09_parlement_appr_fr.xml

Entrainement

python ./src/train.py --datafile ./data/deft09_parlement_appr_fr.pkl --pipline SVC

Evaluation

python ./src/evaluate.py --model ./models/model.pkl  --datatest ./data/deft09_parlement_appr_fr.xml --dataref ./data/deft09_parlement_appr_fr.xml

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