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  1. Projet-ML-Neural_Network_from_scratch Projet-ML-Neural_Network_from_scratch Public

    Creating neural networks from scratch (linear, loss, activation, SGD, auto-encoder, CNN)

    Jupyter Notebook

  2. Projet-RITAL-BagOfWords Projet-RITAL-BagOfWords Public

    Expérimentations sur divers modèles et méthodes de Machine Learning pour la classification de textes, et étude des mesures d'évaluation des modèles après normalisation des données

    Jupyter Notebook 1

  3. Projet-IG3D-Two_Scale_SPH Projet-IG3D-Two_Scale_SPH Public

    Implemantation of a paper for speeding up of fluid simulation rendering with SPH using a two-scale resolution method.

    Jupyter Notebook

  4. K-Means K-Means Public

    A simple step-by-step implementation of the K-Means algorithm for clustering

    Jupyter Notebook

  5. Projet_Algorithmique_TLN Projet_Algorithmique_TLN Public

    Manipulation des listes chaînées en C pour la représentation et l'apprentissage de caractéristiques statistiques des mots

    C

  6. PFE-L3-Extraction_Terminologique PFE-L3-Extraction_Terminologique Public

    Projet de fin de cycle de licence 2023 à l'USTHB portant sur l'analyse et la comparaison de méthodes statistiques non-supervisées pour l'extraction terminologique.

    Python