Pinned Loading

1. hackaton-sival-agreen-ctifl hackaton-sival-agreen-ctifl Public

   Prédiction de rendement de tomates sous serre - ML (ElasticNet) & Modèle Physiologique (TOMSIM) | Hackathon Agreen CTIFL

   Jupyter Notebook

2. dl-course-completion-prediction dl-course-completion-prediction Public

   Pipeline de Deep Learning pour prédire la réussite étudiante. Implémente des réseaux de neurones (PyTorch, TensorFlow) pour la classification et la régression multi-targets, avec interprétabilité S…

   Python

3. credit-scoring-analysis-pipeline credit-scoring-analysis-pipeline Public

   Data analysis & feature engineering on Home Credit dataset (30M+ rows, 10 files). ML pipeline with business cost optimization, SHAP explainability, and Streamlit dashboard.

   Python

4. portfolio-optimization-multi-criteria portfolio-optimization-multi-criteria Public

   Optimisation de portefeuille multi-objectifs (Rendement/Risque/Coûts) avec NSGA-II. Dashboard Streamlit interactif + comparaison Markowitz vs algorithmes génétiques.

   Python

5. ml-advanced-retail-segmentation ml-advanced-retail-segmentation Public

   End-to-end unsupervised learning pipeline (RFM, UMAP, K-Means) to segment 1M+ transactions into actionable customer personas.

   Jupyter Notebook

6. ml-credit-card-fraud-classification ml-credit-card-fraud-classification Public

   Detecting credit card fraud using ML models (LogReg, RandomForest, XGBoost)

   Jupyter Notebook