Teaching materials in python at the @Ensae

Helpers for teaching materials in python at the ENSAE

Spring 2018 Monte Carlo project at ENSAE: simulation of self-avoiding random walks

A thorough review of the paper "Learning Embeddings into Entropic Wasserstein Spaces" by Frogner et al. Includes a reproduction of the results on word embeddings.

Academic project at ENSAE about Paris real estate prediction

Work done for the Spring 2019 class of Compressed Sensing at ENSAE

Compressed Sensing project - ENSAE ParisTech

Spring 2017 Python project at ENSAE: PCA with pure Python, bits of NMF

Un script Python qui détecte les changements dans la page de notes de Pamplemousse

Work done for the Spring 2019 class of Statistics 3 at ENSAE

Un script Python qui exporte le calendrier Pamplemousse d'une certaine voie dans un fichier iCalendar

Proposition de correction des exercices du TD de probabilités de 1A de l'ENSAE.

Proposition de correction des exercices du TD d'optimisation de 1A de l'ENSAE.

Work done for the Fall 2018 class of Computational Statistics at ENSAE

NLP project on Language Modelling - ENSAE ParisTech

Time series project on Paris Airport - ENSAE ParisTech

Project on Non-Linear Dimensionality Reduction - ENSAE ParisTech

Statistical project on the Expectation-Maximization algorithm applied to gaussian pooling - ENSAE ParisTech

Econometrics project on the role of racial inequalities on employability - ENSAE ParisTech