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@autonlab

Auton Lab, Carnegie Mellon University

README.md

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. autonlab.github.io autonlab.github.io Public

    TeX 3 5

  2. auton-survival auton-survival Public

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

    Python 369 81

  3. weasel weasel Public

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

    Python 155 12

  4. esrnn esrnn Public

    Hybrid ES-RNN models for time series forecasting

    Jupyter Notebook 19 5

  5. auviewer auviewer Public

    Python 10 3

  6. aqua aqua Public

    AQuA: A Benchmarking Tool for Label Quality Assessment, NeurIPS'23 D&B

    Jupyter Notebook 24 1

Repositories

Showing 10 of 63 repositories
  • Notes-to-self Public

    Code for "Notes to Self: Can LLMs Benefit from Experiential Abstractions?"

    autonlab/Notes-to-self's past year of commit activity
    Python 0 0 0 0 Updated Aug 25, 2026
  • spectroscopy-tetracorder Public Forked from PSI-edu/spectroscopy-tetracorder

    Spectroscopy analysis, Tetracorder spectral identification and radiative transfer software

    autonlab/spectroscopy-tetracorder's past year of commit activity
    HTML 1 GPL-3.0 18 0 0 Updated Aug 2, 2026
  • autonlab.github.io Public
    autonlab/autonlab.github.io's past year of commit activity
    TeX 3 5 6 0 Updated Jul 29, 2026
  • density-ratio-score Public
    autonlab/density-ratio-score's past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Jul 26, 2026
  • auviewer Public
    autonlab/auviewer's past year of commit activity
    Python 10 MIT 3 17 (2 issues need help) 0 Updated Jul 24, 2026
  • STAMP Public

    Official Implementation of "STAMP: Spatial-Temporal Adapter with Multi-Head Pooling". arXiv: https://www.arxiv.org/abs/2511.10848

    autonlab/STAMP's past year of commit activity
    Python 6 MIT 0 0 0 Updated May 30, 2026
  • nhits-tsl Public

    Time Series Library for N-HiTS

    autonlab/nhits-tsl's past year of commit activity
    Python 0 MIT 0 0 0 Updated Jan 6, 2026
  • MBRL-flat-minima Public

    Code repo for Neurips paper Improving Model-Based Reinforcement Learning by Converging to Flatter Minimas

    autonlab/MBRL-flat-minima's past year of commit activity
    Python 1 1 0 0 Updated Dec 3, 2025
  • gp-molformer Public Forked from IBM/gp-molformer

    Code for GP-MoLFormer + pair-tuning

    autonlab/gp-molformer's past year of commit activity
    Python 0 Apache-2.0 6 0 0 Updated May 7, 2025
  • 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.

    autonlab/ml-dev-bench's past year of commit activity
    Python 1 MIT 6 0 0 Updated Feb 25, 2025
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