Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 17 Python Label Noise Open Source Projects

Open source projects categorized as Python Label Noise
Categories > Label Noise
Self Adaptive Training ⭐ 104
Official implementation of the NeurIPS'2020 paper 'Self-Adaptive Training: beyond Empirical Risk Minimization'
most recent commit 3 years ago
Augmentation For Lnl ⭐ 89
[CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".
most recent commit 2 years ago
Clean Net ⭐ 62
Tensorflow source code for "CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise"
most recent commit 6 years ago
Ls ⭐ 45
Learning to Split for Automatic Bias Detection
most recent commit a year ago
Hsa Nrl ⭐ 26
Hard Sample Aware Noise Robust Learning forHistopathology Image Classification
most recent commit 6 months ago
Semireward ⭐ 26
[ICLR 2024] SemiReward: A General Reward Model for Semi-supervised Learning
most recent commit 3 months ago
Plc ⭐ 19
ICLR 2021, "Learning with feature-dependent label noise: a progressive approach"
most recent commit 3 years ago
Idn ⭐ 17
AAAI 2021: Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise
most recent commit 3 years ago
Robustnessaccuracy ⭐ 16
AAAI 2021: Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels
most recent commit 3 years ago
Neural Relation Graph ⭐ 12
Official PyTorch implementation of "Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data" (NeurIPS'23)
most recent commit 5 months ago
Erase ⭐ 12
[Arxiv-2023] Official code for work "ERASE: Error-Resilient Representation Learning on Graphs for Label Noise Tolerance"
most recent commit 4 months ago
Negative Label Smoothing ⭐ 10
[ICML2022 Long Talk] Official Pytorch implementation of "To Smooth or Not? When Label Smoothing Meets Noisy Labels"
most recent commit 2 years ago
Phuber ⭐ 10
[Re] Can gradient clipping mitigate label noise? (ML Reproducibility Challenge 2020)
most recent commit 3 years ago
Biquality Learn ⭐ 8
A Python Library for Biquality Learning
total releases 3most recent commit 8 months ago
Verb_ambiguity ⭐ 8
Official implementation of "An Action Is Worth Multiple Words: Handling Ambiguity in Action Recognition", BMVC 2022
most recent commit a year ago
Kg Type Correction ⭐ 7
Code and data for the WWW 2021 research-track paper: Typing Errors in Factual Knowledge Graphs: Severity and Possible Ways Out
most recent commit 7 months ago
Reid Label Noise ⭐ 6
most recent commit 2 years ago
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.