Top 3 label-noise Open-Source Projects

Awesome-Learning-with-Label-Noise

1 2,528 2.0

A curated list of resources for Learning with Noisy Labels
ls

1 46 2.2 Python

Learning to Split for Automatic Bias Detection (by YujiaBao)
InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Improving-Mean-Absolute-Error-against-CCE

3 30 0.0 Shell

Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude’s Variance Matters

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

label-noise related posts

[Research] Deep Critical Learning (i.e., Deep Robustness) In The Era of Big Data

5 projects | /r/MachineLearning | 10 Aug 2022
[Research] Not all our papers get published, therefore it is enjoyable to see our released papers become a true foundation for other works

2 projects | /r/MachineLearning | 25 Jun 2022
[D] Should expert opinion be a bigger part of the Machine Learning world?

2 projects | /r/MachineLearning | 25 Mar 2022