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aqua
AQuA: A Benchmarking Tool for Label Quality Assessment, NeurIPS'23 D&B
auton-survival
Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
AutonFeat
A High Performance Library for Time-Series Featurization.
auviewer
DeepSurvivalMachines
esrnn
Hybrid ES-RNN models for time series forecasting
KeyClass
Code for "Classifying Unstructured Clinical Notes via Automatic Weak Supervision", MLHC 2022.
tad
Temporal Anomaly Detector (TAD)
weasel
Weakly Supervised End-to-End Learning (NeurIPS 2021)
autonlab's Repositories
autonlab/auton-survival
Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
autonlab/AutonFeat
A High Performance Library for Time-Series Featurization.
autonlab/aqua
AQuA: A Benchmarking Tool for Label Quality Assessment, NeurIPS'23 D&B
autonlab/auviewer
autonlab/pmx_data
Documentation and code for predictive maintenance data and assess scripts.
autonlab/audata
autonlab/autonlab.github.io
autonlab/dr-drafts-sota-literature-search
Search arxiv abstracts contextually. Your prompt will return k-similar papers.
autonlab/weakVSAlertsAdjudicator
Code for "Weakly supervised classification of vital sign alerts as real or artifact", AMIA 2022.
autonlab/2023.hackAuton
This repository hosts all the hacks from the 2023 hackAuton event!
autonlab/autonbox
Primitives for the D3M program
autonlab/bn-sat-verification
Formal Verifications of Bayesian Network Classifiers
autonlab/ml-dev-bench
ML-Dev-Bench is a benchmark for evaluating AI agents against various ML development tasks.
autonlab/30th-Anniversary
autonlab/fda_maude
Scripts to download and wrangle publicly available data from FDA Manufacturer and User Facility Device Experience database
autonlab/mladi_export_validator
autonlab/wire-vision
autonlab/autonROCs
autonlab/Deep_Chest_Survival
autonlab/dr-grants-proposal-test-o-meter
How attractive is your research proposal to potential sponsors? Let's find out!
autonlab/gp-molformer
Code for GP-MoLFormer + pair-tuning
autonlab/hackAuton
Website for 30th anniversary of auton lab hackathon
autonlab/KDDT-webpage
Project page for Kernel Density Decision Trees
autonlab/ngautonml
Jupyter notebook examples for ngAutonML
autonlab/server-log-api
autonlab/sklearn-rf-utils
Utilities for scikit-learn random forests
autonlab/STAMP
autonlab/Time-Series-Library
A Library for Advanced Deep Time Series Models.
autonlab/weakly-supervised-afib
Putting `afib_detection` and `afib_prediction` repositories together
autonlab/wshfl
Encoding Expert Knowledge into Federated Learning using Weak Supervision