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Auton Lab, Carnegie Mellon University's Projects

2023.hackauton icon 2023.hackauton

This repository hosts all the hacks from the 2023 hackAuton event!

active-matrix-factorization icon active-matrix-factorization

Active matrix factorization code for Active Learning and Search on Low-Rank Matrices by Sutherland, Póczos, and Schneider, KDD 2013

active-search-gp-sopt icon active-search-gp-sopt

implementation of experiments in Yifei Ma, Tzu-Kuo Huang, Jeff Schneider. Active Search and Bandits on Graphs Using Sigma-Optimality. UAI 2015.

aqua icon aqua

AQuA: A Benchmarking Tool for Label Quality Assessment

auton-survival icon auton-survival

Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events

autonfeat icon autonfeat

A High Performance Library for Time-Series Featurization.

cadwrapper icon cadwrapper

Python wrapper to pass logic to CaDiCaL through memory

constrained-clustering icon constrained-clustering

Repository for the Constraint Satisfaction Clustering method and other constrained clustering algorithms

esrnn icon esrnn

Hybrid ES-RNN models for time series forecasting

fastlvm icon fastlvm

Fast and scalable inference for various Latent Variable Models

fda_maude icon fda_maude

Scripts to download and wrangle publicly available data from FDA Manufacturer and User Facility Device Experience database

find_projections icon find_projections

Find 2-d projection boxes which can separate out homogeneous data points

hackauton icon hackauton

Website for 30th anniversary of auton lab hackathon

keyclass icon keyclass

Code for "Classifying Unstructured Clinical Notes via Automatic Weak Supervision", MLHC 2022.

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