aparafita
Senior Researcher at BSC; PhD on Causal Inference and Explainability
Barcelona Supercomputing CenterBarcelona, Spain
Pinned Repositories
ccia2021supp
Deep Causal Graphs for Causal Inference, Black-Box Explainability and Fairness - Supplementary Material
data_science_with_python
Repository for Notebooks that explain Data Science with Python
dcg
Deep Causal Graphs - a Causal Query Estimation framework
dcg-paper
Code and results from the paper Causal Inference with Deep Causal Graphs
dcg_supp
Deep Causal Graphs - libraries and supplementary material for the paper "Estimand-Agnostic Causal Query Estimation with Deep Causal Graphs"
domino
Python library to define dependencies between functions as DAGs to run them easily
flow
Normalizing Flows in PyTorch
gauth
Easy Python connector to Google APIs.
news-similarity
"News similarity with Natural Language Processing" project code
path-mask-attribution
Master Thesis on Deep Learning interpretability with feature visualization and attribution methods
aparafita's Repositories
aparafita/flow
Normalizing Flows in PyTorch
aparafita/news-similarity
"News similarity with Natural Language Processing" project code
aparafita/dcg_supp
Deep Causal Graphs - libraries and supplementary material for the paper "Estimand-Agnostic Causal Query Estimation with Deep Causal Graphs"
aparafita/dcg-paper
Code and results from the paper Causal Inference with Deep Causal Graphs
aparafita/ccia2021supp
Deep Causal Graphs for Causal Inference, Black-Box Explainability and Fairness - Supplementary Material
aparafita/dcg
Deep Causal Graphs - a Causal Query Estimation framework
aparafita/domino
Python library to define dependencies between functions as DAGs to run them easily
aparafita/data_science_with_python
Repository for Notebooks that explain Data Science with Python
aparafita/gauth
Easy Python connector to Google APIs.
aparafita/miri_od_recommender
Open Data class project - Semantic Linked Data integration project with recommender based on restaurant reviews
aparafita/path-mask-attribution
Master Thesis on Deep Learning interpretability with feature visualization and attribution methods
aparafita/sentiment_analysis_with_glove
Project to study the power of word embeddings in predicting the sentiment of a restaurant review
aparafita/usa_homicide_analysis
Analysis on the "Murder Accountability Project"