aperezlebel

beyond_calibration

Code of the paper "Beyond calibration: estimating the grouping loss of modern neural networks" published in ICLR 2023.

meta_analysis_notebook

This notebook gathers and explains some well known neuroimaging meta-analysis techniques, discusses their limitations and applies them to real fMRI data.

benchmark_mv_approaches

Code of the experiments ran in our GigaScience article: "Benchmarking missing-values approaches for predictive models on health databases".

glest

Package to estimate the grouping loss of a classifier, based on the paper "Beyond calibration: estimating the grouping loss of modern neural nerworks".

MVA_AST_Project

MVA_NLP_Project

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

MVA_OT_Project

Optimal transport project as part of Gabriel Peyré's course.

aperezlebel.github.io

My personal website based on alshedivat/al-folio template.

blog

Hosting the scikit-learn blog.

brain_mapping

I'm currently working on this project at the Montreal Neurological Institue. The goal is to study the impact of meta-analysis priors on prediction performance.

breast_cancer_prediction

cs-video-courses

List of Computer Science courses with video lectures.

glest_dev

Development repository for the glest package.

meta_ALE

meta_analysis

The goal is to study the impact of meta-analysis priors on prediction performance.

meta_narps

MVA_BML_project

Group project for the Bayesian Machine Learning course of the MVA master's at ENS Paris-Saclay.

MVA_DL_HW

MVA_RECVIS_PatchMatch

NeuMiss

nltk

NLTK Source

numerical-tours

Numerical Tours of Signal Processing

PEPSI-Fast_image_inpainting_with_parallel_decoding_network

pronote-api

(Tout langage) API compatible Pronote 2020/2021

scikit-learn

scikit-learn: machine learning in Python

supervised_missing

Code for the paper "On the consistency of supervised learning with missing values"

the-algorithm

Source code for Twitter's Recommendation Algorithm

the-algorithm-ml

Source code for Twitter's Recommendation Algorithm

website_old

A modern static resume template and theme. Powered by Jekyll and GitHub pages.