Pinned Repositories
ceml
CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox
cf-feasibility
Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"
growingspheres
Code for the Growing Spheres algorithm (and experiments)
hypernode-graphs
Application of Hypernodes graph methods to predict basketball games outcome
netflix-privacy
Project for the ENSAE courses Statistical Analysis of Network Data with Application in Marketing.
ROAD-fairness
Code for the public research paper "On the Fairness ROAD"
sybilguard
Social graphs and Random Walks
time-series
Time series project in R: relation between income and consumption in France
truce
thibaultlaugel's Repositories
thibaultlaugel/sybilguard
Social graphs and Random Walks
thibaultlaugel/growingspheres
Code for the Growing Spheres algorithm (and experiments)
thibaultlaugel/truce
thibaultlaugel/hypernode-graphs
Application of Hypernodes graph methods to predict basketball games outcome
thibaultlaugel/netflix-privacy
Project for the ENSAE courses Statistical Analysis of Network Data with Application in Marketing.
thibaultlaugel/time-series
Time series project in R: relation between income and consumption in France
thibaultlaugel/ceml
CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox
thibaultlaugel/cf-feasibility
Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"
thibaultlaugel/claudette
thibaultlaugel/ConvexDensityConstraintsForPlausibleCounterfactuals
thibaultlaugel/ROAD-fairness
Code for the public research paper "On the Fairness ROAD"
thibaultlaugel/defragTrees
Python code for tree ensemble interpretation
thibaultlaugel/DiCE
Generate Diverse Counterfactual Explanations for any machine learning model.
thibaultlaugel/face-recognition
Face recognition algorithm using Harmonic Function Solution for Semi Supervized Learning
thibaultlaugel/fairCORELS
Algorithm for learning fair rule lists
thibaultlaugel/FairDRO
About Unofficial implementation of paper "Re-weighting Based Group Fairness Regularization via Classwise Robust Optimization"
thibaultlaugel/highgarden
thibaultlaugel/justcause
💊 Comparing causality methods in a fair and just way.
thibaultlaugel/LORE
LOcal Rule-based Exlanations
thibaultlaugel/Memnet_ToS
Memory networks for consumer protection:unfairness exposed
thibaultlaugel/monte-carlo
Implementation of Romberg's variance reduction method for Monte Carlo, in R
thibaultlaugel/netflix-pig
Using Map Reduce to build a recommender engine (Netflix challenge)
thibaultlaugel/Prophit
thibaultlaugel/Python-2A
thibaultlaugel/qscore
Quick Scoring Platform for Data Science and Artificial Intelligence
thibaultlaugel/sandbox
A few Machine Learning and programming projects I did
thibaultlaugel/scikit-learn
scikit-learn: machine learning in Python
thibaultlaugel/sklearn-expertsys
Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models
thibaultlaugel/thibaultlaugel.github.io
Personal webpage.
thibaultlaugel/useful-macros
Miscellaneous useful macros and functions in Python, Pig and Spark