• Stars
    star
    3
  • Rank 3,963,521 (Top 79 %)
  • Language
    Python
  • Created about 2 years ago
  • Updated over 1 year ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Benchmark algorithms to detect erroneous label values in regression datasets

More Repositories

1

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
Python
9,443
star
2

cleanvision

Automatically find issues in image datasets and practice data-centric computer vision.
Python
1,015
star
3

label-errors

🛠️ Corrected Test Sets for ImageNet, MNIST, CIFAR, Caltech-256, QuickDraw, IMDB, Amazon Reviews, 20News, and AudioSet
181
star
4

examples

Notebooks demonstrating example applications of the cleanlab library
Jupyter Notebook
110
star
5

multiannotator-benchmarks

Benchmarking algorithms for assessing quality of data labeled by multiple annotators
Jupyter Notebook
31
star
6

cleanlab-studio

Client interface for all things Cleanlab Studio
Python
26
star
7

cleanvision-examples

Notebooks demonstrating example applications of the cleanvision library
Jupyter Notebook
14
star
8

vizzy

Cleanlab Vizzy: illustrating the core ideas behind the Cleanlab algorithm
TypeScript
13
star
9

culture

Our company culture
8
star
10

cleanlab-tools

Miscellaneous code made available for purposes of education, reproducibility, and transparency
Jupyter Notebook
8
star
11

label-error-detection-benchmarks

Jupyter Notebook
7
star
12

ood-detection-benchmarks

Evaluation of algorithms to detect out-of-distribution data
Jupyter Notebook
6
star
13

aws-marketplace

Documentation and Example Notebooks for using AWS Marketplace solutions from Cleanlab
Jupyter Notebook
5
star
14

token-label-error-benchmarks

Benchmarking methods for label error detection in token classification tasks
Jupyter Notebook
3
star
15

cleanlab-studio-tutorials

Automated repo - do not touch
Jupyter Notebook
2
star
16

multilabel-error-detection-benchmarks

Benchmarking label error detection algorithms for multi-label classification
Jupyter Notebook
1
star