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additive_decoder_extrapolation

Code accompanying the paper "Additive decoders for latent variables identification and cartesian-product extrapolation"

autoprognosis

Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.

cate-estimator-selection

Code accompanying the paper "Empirical analysis of model selection for heterogeneous causal effect estimation"

causalrepid

Experiments to reproduce results in Interventional Causal Representation Learning.

cf-feasibility

Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"

coursework-iitk

cs252_assignmnent1

d-compiler

Implementation of a Compiler for Dlang

dice

Generate Diverse Counterfactual Explanations for any machine learning model.

divyat09.github.io

domain-generalization

All about domain generalization

domainbed

DomainBed is a suite to test domain generalization algorithms

econml

ALICE (Automated Learning and Intelligence for Causation and Economics)

exam

ie-automl-competition

Description and instructions for the Inspiration Exchange AutoML competition organized by the vanderschaar lab.

jigendg

Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"

learningdeep

ml_privacy

ood_identification

psychopy

Code for Psychological Experiments

raktarpan

side_effect_prediction

A recommender system to predict side effect rating for a patient-drug pair. Work done during internship at NUS.

stance_classification_tweets

Predicting the stance for tweets using SVM

weibull_data_fitting

Parameter estimation of Weibull Distribution