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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. auton-survival auton-survival Public

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

    Python 358 83

  2. weasel weasel Public

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

    Python 156 12

  3. esrnn esrnn Public

    Hybrid ES-RNN models for time series forecasting

    Jupyter Notebook 19 5

  4. auviewer auviewer Public

    Python 10 2

  5. aqua aqua Public

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

    Jupyter Notebook 22 1

Repositories

Showing 10 of 58 repositories
  • autonlab.github.io Public
    autonlab/autonlab.github.io’s past year of commit activity
    TeX 3 6 6 0 Updated Jan 13, 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 0 0 0 Updated Dec 3, 2025
  • 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 5 MIT 0 0 0 Updated Nov 27, 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 2 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 5 0 0 Updated Feb 25, 2025
  • dr-drafts-sota-literature-search Public

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

    autonlab/dr-drafts-sota-literature-search’s past year of commit activity
    Python 3 MIT 1 0 0 Updated Feb 6, 2025
  • server-log-api Public
    autonlab/server-log-api’s past year of commit activity
    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.

    autonlab/Time-Series-Library’s past year of commit activity
    Python 0 MIT 1,818 0 0 Updated Nov 16, 2024
  • KDDT-webpage Public

    Project page for Kernel Density Decision Trees

    autonlab/KDDT-webpage’s past year of commit activity
    JavaScript 0 0 0 0 Updated Oct 24, 2024
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