Andrés Hoyos Idrobo's repositories
awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
bandits
Multi-Armed Bandit algorithms applied to the MovieLens 20M dataset
carousel_bandits
Source code and data from the RecSys 2020 article "Carousel Personalization in Music Streaming Apps with Contextual Bandits" by W. Bendada, G. Salha and T. Bontempelli
CausalDiscoveryToolbox
Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.
causalML
A course on causal machine learning.
causalml-1
Uplift modeling and causal inference with machine learning algorithms
computervision-recipes
Best Practices, code samples, and documentation for Computer Vision.
cso-classifier
Script that classifies content from scientific papers with the topics of the Computer Science Ontology (CSO).
deepbayes-2019
Practical assignments of the Deep|Bayes summer school 2019
Dynamic-Fairness
Dynamic Fair Rankings
EAE
An Experimental Study of State-of-the-Art Entity Alignment Approaches
Fair-PGRank
Code for Policy Learning for Fairness in Ranking paper at NeurIPS 2019
imagenette
A smaller subset of 10 easily classified classes from Imagenet, and a little more French
Machine-Learning-with-Python
Python code for common Machine Learning Algorithms
Popular-ZSL-Algorithms
Python Implementation of Zero Shot Learning Algorithms (ALE, DeViSE, ESZSL, SAE, SJE) under ZSLGBU protocol
PySyft
A library for encrypted, privacy preserving machine learning
PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
pytorchltr
Learning to Rank in PyTorch
StarSpace
Learning embeddings for classification, retrieval and ranking.