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@autonlab

Auton Lab, Carnegie Mellon University

About

The Auton Lab, part of Carnegie Mellon University’s School of Computer Science, develops Artificial Intelligence for practical solutions to real world problems.

Helpful how-tos

We have a repository, the Auton Faqs, for a collection of how-tos and helpful living documents. We intend to have this as a searchable resource for folks that emphasizes simplicity and concision. Check it out!

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  1. auton-survival Public

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

    Python 333 78

  2. weasel Public

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

    Python 156 12

  3. esrnn Public

    Hybrid ES-RNN models for time series forecasting

    Jupyter Notebook 19 5

  4. auviewer Public

    Python 10 2

  5. aqua Public

    AQuA: A Benchmarking Tool for Label Quality Assessment

    Jupyter Notebook 20 1

Repositories

Showing 10 of 54 repositories
  • ml-dev-bench Public Forked from ml-dev-bench/ml-dev-bench

    ML-Dev-Bench is a benchmark for evaluating AI agents against various ML development tasks.

    Python 0 MIT 2 0 0 Updated Feb 25, 2025
  • dr-drafts-sota-literature-search Public

    Search arxiv abstracts contextually. Your prompt will return k-similar papers.

    Python 2 MIT 1 0 0 Updated Feb 6, 2025
  • Jupyter Notebook 0 0 0 0 Updated Dec 10, 2024
  • Time-Series-Library Public Forked from thuml/Time-Series-Library

    A Library for Advanced Deep Time Series Models.

    Python 0 MIT 1,330 0 0 Updated Nov 16, 2024
  • KDDT-webpage Public

    Project page for Kernel Density Decision Trees

    JavaScript 0 0 0 0 Updated Oct 24, 2024
  • auviewer Public
    Python 10 MIT 2 17 (2 issues need help) 0 Updated Oct 16, 2024
  • Python 0 0 0 0 Updated May 24, 2024
  • dr-grants-proposal-test-o-meter Public

    How attractive is your research proposal to potential sponsors? Let's find out!

    Python 0 MIT 0 0 0 Updated Apr 29, 2024
  • bn-sat-verification Public

    Formal Verifications of Bayesian Network Classifiers

    Jupyter Notebook 2 MIT 0 0 0 Updated Apr 29, 2024
  • auton-survival Public

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

    Python 333 MIT 78 46 (1 issue needs help) 14 Updated Apr 4, 2024