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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
Compressed Sensing project - ENSAE ParisTech
Work done for the Spring 2019 class of Compressed Sensing at ENSAE
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
Work done for the Fall 2018 class of Computational Statistics 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 d'optimisation de 1A de l'ENSAE.
NLP project on Language Modelling - ENSAE ParisTech
Statistical project on the Expectation-Maximization algorithm applied to gaussian pooling - ENSAE ParisTech
Project on Non-Linear Dimensionality Reduction - ENSAE ParisTech
Project on preference learning - ENSAE ParisTech
Econometrics project on the role of racial inequalities on employability - ENSAE ParisTech
Time series project on Paris Airport - ENSAE ParisTech
ENSAE Course project - Statistical Analysis of Network Data