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learning-with-noisy-labels

Here are 8 public repositories matching this topic...

cleanlab / cleanlab

Open

Remove sklearn.utils dependencies

jwmueller commented Mar 27, 2022

sklearn.utils are meant to be used internally within the scikit-learn package. They are not guaranteed to be stable between versions of scikit-learn. So depending on this submodule may limit cleanlab compatibility across sklearn versions.

Would not be too much work to replace the few cleanlab functions currently being

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good first issue code improvement

dataqa / dataqa

Labelling platform for text using weak supervision.

nlp search-engine data-science natural-language-processing text-mining text-classification weak-supervision ner nlp-machine-learning annotation-tool pseudo-labeling learning-with-noisy-labels data-labeling text-annotation-tool learning-with-limited-labeled-data

Updated Jan 18, 2022
JavaScript

weijiaheng / Advances-in-Label-Noise-Learning

A curated (most recent) list of resources for Learning with Noisy Labels

deep-neural-networks deep-learning conference paper weakly-supervised-learning robustness international-conference noisy-data label-noise robust-machine-learning noisy-labels noisy-label-learning learning-with-noisy-labels unreliable-labels robust-learning learning-with-label-noise

Updated Apr 15, 2022

yueyu1030 / COSINE

This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach' (In Proc. of NAACL-HLT 2021).

text-classification weak-supervision dataset self-training language-model slot-filling weakly-supervised-learning fine-tuning pseudo-labeling roberta learning-with-noisy-labels agnews sentence-pair-classification contrastive-learning roberta-model

Updated Oct 11, 2021
Python

som-shahlab / trove

Weakly supervised medical named entity classification

text-classification ontology weak-supervision ner biomedical umls bert weakly-supervised-learning pseudo-labeling learning-with-noisy-labels umls-metathesaurus

Updated Dec 3, 2021
Python

JackonYang / porn-hot-classification

Tensorflow 版本的图片鉴黄。not suitable/safe for work (NSFW) images detection using Tensorflow

image-recognition nsfw porn-detection nsfw-recognition image-classfication learning-with-noisy-labels tensorflow2

Updated Apr 11, 2020
Jupyter Notebook

songheony / TAkS

Official code of "No Regret Sample Selection with Noisy Labels"

pytorch online-learning noisy-labels learning-with-noisy-labels

Updated Jan 4, 2022
Python

XLearning-SCU / 2022-CVPR-DART

PyTorch implementation for Learning with Twin Noisy Labels for Visible-Infrared Person Re-Identification (CVPR 2022).

person-reid learning-with-noisy-labels cross-modality-re-identification

Updated Mar 28, 2022

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