Cleanlab.ai

Cleanlab 2.0: The Workflows of Data-centric AI

WebIn this tutorial, you will learn how to easily incorporate the new and improved cleanlab 2.0 into your ML development workflows to: Automatically find label issues lurking in your …

Actived: 3 days ago

URL: https://docs.cleanlab.ai/v2.0.0/tutorials/indepth_overview.html

cleanlab.dataset

Webdef overall_label_health_score (labels = None, pred_probs = None, *, num_examples = None, confident_joint = None, joint = None, multi_label = False, verbose = True,)-> float: …

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Overcoming Hallucinations with the Trustworthy Language Model

WebA recent Gartner poll shows that while 55% of organizations are experimenting with generative AI, only 10% have put generative AI into production. One of the biggest …

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cleanlab 2.0: Automatically Find Errors in ML Datasets

WebCurtis Northcutt; Jonas Mueller; Anish Athalye; cleanlab 2.0 is an open-source framework for machine learning and analytics with messy, real-world data. Based …

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The Workflows of Data-centric AI for Classification with Noisy Labels

WebThe figure above represents a toy dataset we’ll use to demonstrate various cleanlab functionality. In this data, the features X are 2-dimensional and examples are colored …

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Careers at Cleanlab

WebCareers at Cleanlab. Working at Cleanlab is awesome! Here are some of our values . Our engineers get to help publish research papers and blogs, contribute to open-source, and …

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Find Dataset-level Issues for Dataset Curation

WebFind Dataset-level Issues for Dataset Curation. #. Run in Google Colab. This 5-minute quickstart tutorial shows how cleanlab.dataset.health_summary() helps you …

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Experienced Cloud Engineer (Data Platform)

WebEngineer a data platform and work on cutting-edge MLOps with guidance from MIT PhDs who are prominent in systems and ML research. Pioneer novel software systems for the …

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Software Engineer (Full-Stack)

WebAs a full-stack software engineer at Cleanlab, you will be building Cleanlab Studio, a user-friendly web app powered by our data-centric ML algorithms. You’ll work on everything …

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Datalab Issue Types

WebDatalab Issue Types# Types of issues Datalab can detect#. This page describes the various types of issues that Datalab can detect in a dataset. For each type of issue, we explain: …

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