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Cleanlab Alternatives
Similar projects and alternatives to cleanlab based on common topics and language
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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.
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karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
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SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
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cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better cleanlab alternative or higher similarity.
cleanlab reviews and mentions
Posts with mentions or reviews of cleanlab.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-03-29.
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[P] Confident Learning making ML QA 34x cheaper
Code for https://arxiv.org/abs/1911.00068 found: https://github.com/cgnorthcutt/cleanlab
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Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks
Code: https://github.com/cgnorthcutt/cleanlab
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[D] Andrew Ng's data-centric vs model-centric Machine Learning
I am an author on this, so I am biased. Around half a decade ago, we began developing a field at MIT called confident learning [ paper | blog | reddit post ] that takes a data-centric approach: instead of improving the model quality, it improves the data label quality. It's used by Google, Facebook, and is open-sourced in Python as the cleanlab package.
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[R] Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks
👍An easy first step to find label errors in datasets is cleanlab: https://github.com/cgnorthcutt/cleanlab
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www.saashub.com | 2 May 2024
Stats
Basic cleanlab repo stats
5
2,254
8.4
almost 3 years ago
cgnorthcutt/cleanlab is an open source project licensed under GNU Affero General Public License v3.0 which is an OSI approved license.
The primary programming language of cleanlab is Python.
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