Auton Lab, Carnegie Mellon University

Pittsburgh, PA

Pinned Repositories

ActiveSearch
Language:Java20 8 06
aqua
AQuA: A Benchmarking Tool for Label Quality Assessment
Language:Jupyter Notebook19 4 11
auton-survival
Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
Language:Python329 10 7774
AutonFeat
A High Performance Library for Time-Series Featurization.
Language:Python24 8 01
auviewer
Language:Python10 7 242
DeepSurvivalMachines
28 7 04
esrnn
Hybrid ES-RNN models for time series forecasting
Language:Jupyter Notebook18 7 25
KeyClass
Code for "Classifying Unstructured Clinical Notes via Automatic Weak Supervision", MLHC 2022.
Language:Python17 5 08
tad
Temporal Anomaly Detector (TAD)
Language:Python14 6 012
weasel
Weakly Supervised End-to-End Learning (NeurIPS 2021)
Language:Python154 4 612

Auton Lab, Carnegie Mellon University's Repositories

autonlab/auton-survival
Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
Language:Python329 10 7774
autonlab/weasel
Weakly Supervised End-to-End Learning (NeurIPS 2021)
Language:Python154 4 612
autonlab/AutonFeat
A High Performance Library for Time-Series Featurization.
Language:Python24 8 01
autonlab/aqua
AQuA: A Benchmarking Tool for Label Quality Assessment
Language:Jupyter Notebook19 4 11
autonlab/KeyClass
Code for "Classifying Unstructured Clinical Notes via Automatic Weak Supervision", MLHC 2022.
Language:Python17 5 08
autonlab/auviewer
Language:Python10 7 242
autonlab/pmx_data
Documentation and code for predictive maintenance data and assess scripts.
Language:Python7 6 06
autonlab/audata
Language:Python5 2 100
autonlab/autonlab.github.io
Language:TeX3 5 235
autonlab/weakVSAlertsAdjudicator
Code for "Weakly supervised classification of vital sign alerts as real or artifact", AMIA 2022.
Language:Jupyter Notebook3 6 00
autonlab/2023.hackAuton
This repository hosts all the hacks from the 2023 hackAuton event!
Language:Jupyter Notebook2 5 07
autonlab/afib_detection
Language:Python2 7 00
autonlab/autonbox
Primitives for the D3M program
Language:Python2 8 73
autonlab/bn-sat-verification
Formal Verifications of Bayesian Network Classifiers
Language:Jupyter Notebook2 5 00
autonlab/dr-drafts-sota-literature-search
Search arxiv abstracts contextually. Your prompt will return k-similar papers.
Language:Python2 7 01
autonlab/30th-Anniversary
Language:HTML0 6 01
autonlab/fda_maude
Scripts to download and wrangle publicly available data from FDA Manufacturer and User Facility Device Experience database
Language:Shell0 5 00
autonlab/mladi_export_validator
Language:Python0 6 01
autonlab/wire-vision
Language:HTML0 5 00
autonlab/autonROCs
Language:Python7 01
autonlab/Deep_Chest_Survival
Language:Python6 0
autonlab/dr-grants-proposal-test-o-meter
How attractive is your research proposal to potential sponsors? Let's find out!
Language:Python
autonlab/hackAuton
Website for 30th anniversary of auton lab hackathon
Language:HTML0 0
autonlab/KDDT-webpage
Project page for Kernel Density Decision Trees
Language:JavaScript
autonlab/ngautonml
Jupyter notebook examples for ngAutonML
Language:Jupyter Notebook6 0
autonlab/server-log-api
Language:Jupyter Notebook8 0
autonlab/sklearn-rf-utils
Utilities for scikit-learn random forests
Language:Python7 0
autonlab/Time-Series-Library
A Library for Advanced Deep Time Series Models.
autonlab/weakly-supervised-afib
Putting `afib_detection` and `afib_prediction` repositories together
Language:Python6 0
autonlab/wshfl
Encoding Expert Knowledge into Federated Learning using Weak Supervision
7 0