aperezlebel Goto Github PK

aperezlebel.github.io

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

benchmark_mv_approaches

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

beyond_calibration

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

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.

brain_mapping_doc

breast_cancer_prediction

cs-video-courses

List of Computer Science courses with video lectures.

deconvolve-blured-image

givemesomecredit

Predict whether a bank's client will be able to repay to the bank the given loan knowing some of their information. Taken from Kaggle https://www.kaggle.com/c/GiveMeSomeCredit.

glest

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

glest_dev

Development repository for the glest package.

hashcode

hiddenmarkovchain

kiro2018

Optimization hackathon proposed by LocalSolver. Implemented simulated annealing algorithm.

meta_ale

meta_analysis

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

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.

meta_narps

mopsi

Implement a stochastic optimization algorithm in the traveling salesman problem.

mva_ast_project

mva_bml_project

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

mva_dl_hw

mva_nlp_project

mva_ot_project

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

mva_recvis_patchmatch

neumiss

neurodatascience.github.io

NeuroData Science Lab Website

neuroquery

nimare

Coordinate- and image-based meta-analysis in Python