cleanlab/aws-marketplace

Stars
5
Rank 2,861,937 (Top 57 %)
Language
Jupyter Notebook
License
MIT License
Created over 1 year ago
Updated over 1 year ago

cleanlab/aws-marketplace

cleanlab

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

Documentation and Example Notebooks for using AWS Marketplace solutions from Cleanlab

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

cleanvision

Automatically find issues in image datasets and practice data-centric computer vision.

label-errors

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

examples

Notebooks demonstrating example applications of the cleanlab library

Jupyter Notebook

multiannotator-benchmarks

Benchmarking algorithms for assessing quality of data labeled by multiple annotators

Jupyter Notebook

cleanlab-studio

Client interface for all things Cleanlab Studio

cleanvision-examples

Notebooks demonstrating example applications of the cleanvision library

Jupyter Notebook

vizzy

Cleanlab Vizzy: illustrating the core ideas behind the Cleanlab algorithm

culture

Our company culture

cleanlab-tools

Miscellaneous code made available for purposes of education, reproducibility, and transparency

Jupyter Notebook

label-error-detection-benchmarks

Jupyter Notebook

ood-detection-benchmarks

Evaluation of algorithms to detect out-of-distribution data

Jupyter Notebook

regression-label-error-benchmark

Benchmark algorithms to detect erroneous label values in regression datasets

token-label-error-benchmarks

Benchmarking methods for label error detection in token classification tasks

Jupyter Notebook

cleanlab-studio-tutorials

Automated repo - do not touch

Jupyter Notebook

multilabel-error-detection-benchmarks

Benchmarking label error detection algorithms for multi-label classification

Jupyter Notebook