Auton Lab, Carnegie Mellon University

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53 repositories

server-log-api
Public
Jupyter Notebook
•0•0•0•0•Updated Dec 10, 2024Dec 10, 2024
Time-Series-Library
Public
A Library for Advanced Deep Time Series Models.
Python
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MIT License
•1.2k•0•0•0•Updated Nov 16, 2024Nov 16, 2024
KDDT-webpage
Public
Project page for Kernel Density Decision Trees
JavaScript
•0•0•0•0•Updated Oct 24, 2024Oct 24, 2024
auviewer
Public
Python
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MIT License
•2•10•17•0•Updated Oct 16, 2024Oct 16, 2024
dr-drafts-sota-literature-search
Public
Search arxiv abstracts contextually. Your prompt will return k-similar papers.
Python
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MIT License
•1•2•0•0•Updated Aug 17, 2024Aug 17, 2024
Deep_Chest_Survival
Public
Python
•0•0•0•0•Updated May 24, 2024May 24, 2024
dr-grants-proposal-test-o-meter
Public
How attractive is your research proposal to potential sponsors? Let's find out!
Python
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MIT License
•0•0•0•0•Updated Apr 29, 2024Apr 29, 2024
bn-sat-verification
Public
Formal Verifications of Bayesian Network Classifiers
Jupyter Notebook
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MIT License
•0•2•0•0•Updated Apr 29, 2024Apr 29, 2024
auton-survival
Public
Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
python data-science deep-learning regression survival-analysis graphical-models causal-inference time-to-event reliability-analysis counterfactual-inference
Python
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MIT License
•74•326•44•14•Updated Apr 4, 2024Apr 4, 2024
ngautonml
Public
Jupyter notebook examples for ngAutonML
Jupyter Notebook
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MIT License
•0•0•0•0•Updated Mar 27, 2024Mar 27, 2024
sklearn-rf-utils
Public
Utilities for scikit-learn random forests
Python
•0•0•0•0•Updated Mar 6, 2024Mar 6, 2024
audata
Public
Python
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GNU Lesser General Public License v3.0
•0•5•7•0•Updated Feb 17, 2024Feb 17, 2024
fda_maude
Public
Scripts to download and wrangle publicly available data from FDA Manufacturer and User Facility Device Experience database
Shell
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MIT License
•0•0•0•0•Updated Oct 27, 2023Oct 27, 2023
aqua
Public
AQuA: A Benchmarking Tool for Label Quality Assessment
data-science machine-learning data-cleaning robust-machine-learning label-errors data-centric-ai
Jupyter Notebook
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MIT License
•1•19•0•0•Updated Oct 17, 2023Oct 17, 2023
autonlab.github.io
Public
TeX
•5•3•6•0•Updated Sep 20, 2023Sep 20, 2023
hackAuton
Public
Website for 30th anniversary of auton lab hackathon
HTML
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Apache License 2.0
•1•0•0•0•Updated Sep 18, 2023Sep 18, 2023
wire-vision
Public
HTML
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Other
•0•0•0•0•Updated Sep 18, 2023Sep 18, 2023
2023.hackAuton
Public
This repository hosts all the hacks from the 2023 hackAuton event!
Jupyter Notebook
•7•2•0•0•Updated Sep 18, 2023Sep 18, 2023
30th-Anniversary
Public
HTML
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Apache License 2.0
•1•0•0•0•Updated Sep 12, 2023Sep 12, 2023
AutonFeat
Public
A High Performance Library for Time-Series Featurization.
machine-learning time-series artificial-intelligence feature-extraction high-performance-computing forecasting
Python
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MIT License
•1•24•0•0•Updated Aug 29, 2023Aug 29, 2023
mladi_export_validator
Public
Python
•1•0•0•0•Updated Aug 17, 2023Aug 17, 2023
autonROCs
Public
Python
•1•0•0•1•Updated Jun 28, 2023Jun 28, 2023
weakly-supervised-afib
Public
Putting `afib_detection` and `afib_prediction` repositories together
Python
•0•0•0•0•Updated Jun 26, 2023Jun 26, 2023
weakVSAlertsAdjudicator
Public
Code for "Weakly supervised classification of vital sign alerts as real or artifact", AMIA 2022.
machine-learning healthcare-application weakly-supervised-learning time-series-classification
Jupyter Notebook
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MIT License
•0•3•0•0•Updated Jun 16, 2023Jun 16, 2023
pmx_data
Public
Documentation and code for predictive maintenance data and assess scripts.
Python
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MIT License
•6•7•0•0•Updated Jun 8, 2023Jun 8, 2023
wshfl
Public
Encoding Expert Knowledge into Federated Learning using Weak Supervision
0•0•0•0•Updated May 2, 2023May 2, 2023
autonbox
Public
Primitives for the D3M program
Python
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MIT License
•3•2•4•1•Updated Apr 17, 2023Apr 17, 2023
weasel
Public
Weakly Supervised End-to-End Learning (NeurIPS 2021)
machine-learning weak-supervision weakly-supervised-learning end-to-end-learning pytorch-lightning multi-source-weak-supervision deep-learning
Python
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Apache License 2.0
•12•154•1•0•Updated Mar 20, 2023Mar 20, 2023
KeyClass
Public
Code for "Classifying Unstructured Clinical Notes via Automatic Weak Supervision", MLHC 2022.
machine-learning text-classification weak-supervision healthcare-application
Python
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MIT License
•8•17•0•0•Updated Mar 10, 2023Mar 10, 2023
afib_detection
Public
Python
•0•2•0•0•Updated Feb 2, 2023Feb 2, 2023