P-Lambda (@p-lambda)
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p-lambda

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  • Stars
    star
    1,268
  • Global Org. Rank 13,093 (Top 5 %)
  • Registered almost 5 years ago
  • Most used languages
    Python
         90.0 %
    Shell
         10.0 %
  • Location 🇺🇸 United States
  • Country Total Rank 9,060
  • Country Ranking
    Shell
         1,149
    Python
         1,369

Top repositories

1

wilds

A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.
Python
548
star
2

dsir

DSIR large-scale data selection framework for language model training
Python
223
star
3

jukemir

Perform transfer learning for MIR using Jukebox!
Shell
172
star
4

verified_calibration

Calibration library and code for the paper: Verified Uncertainty Calibration. Ananya Kumar, Percy Liang, Tengyu Ma. NeurIPS 2019 (Spotlight).
Python
142
star
5

incontext-learning

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
94
star
6

gradual_domain_adaptation

Python
35
star
7

swords

The Stanford Word Substitution (Swords) Benchmark
Python
31
star
8

in-n-out

Code for the ICLR 2021 Paper "In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness"
Python
12
star
9

robust_tradeoff

Code for the ICML 2020 paper "Understanding and Mitigating the Tradeoff Between Robustness and Accuracy", Aditi Raghunathan, Sang Michael Xie, Fanny Yang, John Duchi, and Percy Liang. Paper available at https://arxiv.org/pdf/2002.10716.pdf.
Python
8
star
10

composed_finetuning

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
Python
4
star