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The Top 23 Noisy Labels Open Source Projects

Open source projects categorized as Noisy Labels
Categories > Noisy Labels
Cleanlab ⭐ 8,696
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
dependent packages 8total releases 24most recent commit 18 days agopypi cleanlab} Downloads
Awesome Learning With Label Noise ⭐ 2,314
A curated list of resources for Learning with Noisy Labels
most recent commit a year ago
Awesome Open Data Centric Ai ⭐ 630
Curated list of open source tooling for data-centric AI on unstructured data.
most recent commit 6 months ago
Advances In Label Noise Learning ⭐ 465
A curated (most recent) list of resources for Learning with Noisy Labels
most recent commit a year ago
Encord Active ⭐ 385
The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.
total releases 75most recent commit 4 months ago
Elr ⭐ 245
Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels
most recent commit a year ago
Meta Weight Net ⭐ 189
NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).
most recent commit 2 years ago
Noiseface ⭐ 123
Noise-Tolerant Paradigm for Training Face Recognition CNNs
most recent commit 5 years ago
Co Learning Learning From Noisy Labels With Self Supervision ⭐ 107
The official implementation of the ACM MM'2021 paper Co-learning: Learning from noisy labels with self-supervision.
most recent commit 2 years ago
Symmetric_cross_entropy_for_noisy_labels ⭐ 99
Code for ICCV2019 "Symmetric Cross Entropy for Robust Learning with Noisy Labels"
most recent commit 3 years ago
Noisy_label_understanding_utilizing ⭐ 69
ICML 2019: Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels
most recent commit 3 years ago
Proselflc At ⭐ 56
noisy labels; missing labels; semi-supervised learning; entropy; uncertainty; robustness and generalisation.
most recent commit 2 years ago
Unicon Noisy Label ⭐ 50
Official Implementation of the CVPR 2022 paper "UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning"
most recent commit 5 months ago
Onlinelabelsmoothing ⭐ 45
The official code for the paper "Delving Deep into Label Smoothing", IEEE TIP 2021
most recent commit 2 years ago
Influence_subsampling ⭐ 38
Official Implementation of Unweighted Data Subsampling via Influence Function - AAAI 2020
most recent commit 3 years ago
Mopro ⭐ 38
MoPro: Webly Supervised Learning
most recent commit 3 years ago
Active Passive Losses ⭐ 37
Code for ICML2020 paper [“Normalized Loss Functions for Deep Learning with Noisy Labels"] https://arxiv.org/abs/2006.13554
most recent commit 4 years ago
Tcl ⭐ 35
Twin Contrastive Learning with Noisy Labels (CVPR 2023)
most recent commit 10 months ago
Oa Mil ⭐ 33
[ECCV 2022] Robust Object Detection With Inaccurate Bounding Boxes
most recent commit 7 months ago
Learn_noisy_labels_medical_images ⭐ 32
[NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images
most recent commit 3 years ago
Mrl ⭐ 28
Learning Cross-Modal Retrieval with Noisy Labels (CVPR 2021, PyTorch Code)
most recent commit 2 years ago
Nlnl Negative Learning For Noisy Labels ⭐ 28
NLNL: Negative Learning for Noisy Labels
most recent commit 5 years ago
Confidentlearning Reproduce ⭐ 26
Official data release to reproduce Confident Learning paper results
most recent commit 2 years ago
The 4 Latest Releases In Noisy Labels Open Source Projects
Cleanlab Studio ⭐ 16
Client interface for all things Cleanlab Studio
total releases 47latest release November 14, 2023most recent commit 4 months ago
Cleanlab ⭐ 8,696
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
dependent packages 8total releases 24latest release September 11, 2023most recent commit 18 days agopypi cleanlab} Downloads
Scikit Clean ⭐ 9
A collection of algorithms for detecting and handling label noise
total releases 7latest release August 06, 2020most recent commit 8 months ago
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