Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks

This page summarizes the projects mentioned and recommended in the original post on /r/computervision

InfluxDB - 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.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured
  • cleanlab

    Discontinued The standard package for machine learning with noisy labels and finding mislabeled data. Works with most datasets and models. [Moved to: https://github.com/cleanlab/cleanlab] (by cgnorthcutt)

  • Code: https://github.com/cgnorthcutt/cleanlab

  • InfluxDB

    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.

    InfluxDB logo
NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

Suggest a related project

Related posts

  • Show HN: Simple (but clever) algorithms can find label issues in datasets

    2 projects | news.ycombinator.com | 8 Sep 2022
  • [D] In which ML field can I make significant contribution without significant compute?

    1 project | /r/MachineLearning | 3 Sep 2022
  • [D] A simple trick to quickly verify data

    1 project | /r/MachineLearning | 29 Aug 2022
  • [P] Cleanlab Vizzy — learn how to automatically find label errors and out-of-distribution data

    4 projects | /r/MachineLearning | 17 Aug 2022
  • Show HN: Cleanlab Vizzy – automatically find label errors and bad data

    1 project | news.ycombinator.com | 17 Aug 2022