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Idrissa Konkobo's Projects

affinity_clustering icon affinity_clustering

ENSAE `Eléments logiciels pour le traitement des données massives` project which implements Hierarchical Clustering in a distributed framework

bayesian_clustering icon bayesian_clustering

ENSAE Bayesian Statistics project which aims to implement some bayesian-based clustering

churn_modeling icon churn_modeling

This project aims to predict churn on Telco industry dataset using ML models

fraud_detection icon fraud_detection

The project consists of implementing an autoencoder-based fraud detector

intent_classification icon intent_classification

ENSAE Machine Learning for Natural Language Processing project which leverages transformers to build a dialogue intent classifier

ltv_analysis icon ltv_analysis

Analyse and model customer lifetime value in a non-contractual business framework

pymc-marketing icon pymc-marketing

Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

python-datascientist icon python-datascientist

Dépôt associé au cours Python pour data scientist et data economist (ENSAE 2e année)

score_sde_pytorch icon score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

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