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P-Lambda

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  1. wilds wilds Public

    A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.

    Python 552 129

  2. dsir dsir Public

    DSIR large-scale data selection framework for language model training

    Python 232 20

  3. jukemir jukemir Public

    Perform transfer learning for MIR using Jukebox!

    Shell 174 23

  4. verified_calibration verified_calibration Public

    Calibration library and code for the paper: Verified Uncertainty Calibration. Ananya Kumar, Percy Liang, Tengyu Ma. NeurIPS 2019 (Spotlight).

    Python 143 20

  5. incontext-learning incontext-learning Public

    Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implicit Bayesian Inference"

    Python 95 12

  6. gradual_domain_adaptation gradual_domain_adaptation Public

    Python 35 12

Repositories

Showing 10 of 12 repositories
  • dsir Public

    DSIR large-scale data selection framework for language model training

    p-lambda/dsir’s past year of commit activity
    Python 232 MIT 20 3 1 Updated Apr 7, 2024
  • wilds Public

    A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.

    p-lambda/wilds’s past year of commit activity
    Python 552 MIT 129 10 2 Updated Jan 26, 2024
  • incontext-learning Public

    Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implicit Bayesian Inference"

    p-lambda/incontext-learning’s past year of commit activity
    Python 95 12 1 0 Updated Nov 10, 2023
  • jukemir Public

    Perform transfer learning for MIR using Jukebox!

    p-lambda/jukemir’s past year of commit activity
    Shell 174 MIT 23 3 0 Updated Oct 12, 2023
  • verified_calibration Public

    Calibration library and code for the paper: Verified Uncertainty Calibration. Ananya Kumar, Percy Liang, Tengyu Ma. NeurIPS 2019 (Spotlight).

    p-lambda/verified_calibration’s past year of commit activity
    Python 143 MIT 20 7 1 Updated Nov 10, 2022
  • dragon Public Forked from michiyasunaga/dragon

    [NeurIPS 2022] DRAGON 🐲: Deep Bidirectional Language-Knowledge Graph Pretraining

    p-lambda/dragon’s past year of commit activity
    Python 0 Apache-2.0 48 0 0 Updated Oct 19, 2022
  • LinkBERT Public Forked from michiyasunaga/LinkBERT

    [ACL 2022] LinkBERT: A Knowledgeable Language Model 😎 Pretrained with Document Links

    p-lambda/LinkBERT’s past year of commit activity
    Python 0 Apache-2.0 42 0 0 Updated Apr 5, 2022
  • swords Public

    The Stanford Word Substitution (Swords) Benchmark

    p-lambda/swords’s past year of commit activity
    Python 31 6 2 1 Updated Mar 24, 2022
  • composed_finetuning Public

    Code for the ICML 2021 paper "Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization" by Sang Michael Xie, Tengyu Ma, Percy Liang

    p-lambda/composed_finetuning’s past year of commit activity
    Python 4 MIT 1 0 0 Updated Dec 28, 2021
  • in-n-out Public

    Code for the ICLR 2021 Paper "In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness"

    p-lambda/in-n-out’s past year of commit activity
    Python 12 0 1 0 Updated Oct 23, 2021
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