Auton Lab, Carnegie Mellon University

Auton Lab, Carnegie Mellon University's repositories

auton-survival

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

Language:PythonMIT302 9 73

weasel

Weakly Supervised End-to-End Learning (NeurIPS 2021)

Language:PythonApache-2.0153 4 6

AutonFeat

A High Performance Library for Time-Series Featurization.

Language:PythonMIT23 80

aqua

AQuA: A Benchmarking Tool for Label Quality Assessment

Language:Jupyter NotebookMIT18 3 1

KeyClass

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

Language:PythonMIT16 50

auviewer

Language:PythonMIT10 7 24

audata

Language:PythonLGPL-3.05 2 10

pmx_data

Documentation and code for predictive maintenance data and assess scripts.

Language:PythonMIT5 60

autonlab.github.io

Language:TeX3 5 23

weakVSAlertsAdjudicator

Code for "Weakly supervised classification of vital sign alerts as real or artifact", AMIA 2022.

Language:Jupyter NotebookMIT3 60

2023.hackAuton

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

Language:Jupyter Notebook2 50

afib_detection

Language:Python2 80

autonbox

Primitives for the D3M program

Language:PythonMIT2 8 7

fastlvm

Fast and scalable inference for various Latent Variable Models

Language:C++MIT200

nbeats

Language:PythonMIT200

30th-Anniversary

Language:HTMLApache-2.0060

cadwrapper

Python wrapper to pass logic to CaDiCaL through memory

Language:C++050

fda_maude

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

Language:ShellMIT050

autonROCs

Language:Python070

Deep_Chest_Survival

Language:Python000

fdt_verification

Verification of fuzzy decision trees.

Language:Jupyter NotebookMIT050

hackAuton

Website for 30th anniversary of auton lab hackathon

Language:HTMLApache-2.0000

mladi_export_validator

Language:Python000

ngautonml

Jupyter notebook examples for ngAutonML

Language:Jupyter NotebookMIT060

pmx_aaai_fss_2022

000

server-log-api

Language:Jupyter Notebook080

sklearn-rf-utils

Utilities for scikit-learn random forests

Language:Python070

weakly-supervised-afib

Putting `afib_detection` and `afib_prediction` repositories together

Language:Python060

wire-vision

Language:HTMLNOASSERTION050

wshfl

Encoding Expert Knowledge into Federated Learning using Weak Supervision

080