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Commit e29ebe3b authored by MAFTOUH Mohammed Amine's avatar MAFTOUH Mohammed Amine
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Update 5 files

- /projet_imt/.gitkeep
- /projet_imt.py
- /clustering/__init__.py
- /results/__init__.py
- /utils/__init__.py
parent 52c63fc7
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# imports
from clustering.agg_clustering import *
from clustering.mesures_clustering import *
from results.affichage_messages_par_cluster import *
from utils.reduction_dimesion import *
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
......@@ -11,4 +17,14 @@ from sklearn.cluster import AgglomerativeClustering
from sklearn.metrics import silhouette_score
def main():
\ No newline at end of file
def main():
# lecture du fichier csv
df = load .....
# reduction des dimensions
reduced_embeddings = reduce_embeddings(df, n_components=50, random_state=42)
# clustering
labels = agglomerative_clustering(reduced_embeddings, n_clusters=14)
# metriques de clustering
silhouette_score = compute_silhouette_scores(reduced_embeddings, labels)
# afficher les resultats
messages_par_cluster= afficher_messages_par_cluster(df,labels)
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