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Jan 18, 2022 - Jupyter Notebook
data-centric-ai
Here are 60 public repositories matching this topic...
Compute clustering on your data in a visual, intuitive way with FiftyOne and Sklearn!
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Apr 5, 2024 - Python
NetEaseCrowd dataset, a collection of data obtained from You Ling crowdsourcing platform, Fuxi AI Lab, NetEase.
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Apr 1, 2024
Implementation of data typology for imbalanced datasets.
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Jun 4, 2023 - MATLAB
Quilt: Robust Data Segment Selection against Concept Drifts (AAAI 2024)
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Dec 23, 2023 - Python
Find illustrations in historic book using computer vision
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Oct 14, 2022 - Jupyter Notebook
Embrace limited and imperfect training datasets in plant disease recognition using deep learning.
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Jan 3, 2024
Filter a float-valued field on two ranges simultaneously with this FiftyOne Plugin!
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Apr 4, 2024 - Python
Repository for the Data-Centric AI Competition
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Sep 27, 2021 - Jupyter Notebook
Cleanlab and MachineHack Organised Data-Centric AI Competition 2023. This is One of Solution I tried and achieved 13th rank.
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Apr 4, 2023
Applying various data engineering techniques into image classification task for KAIST DS801 term project
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Jun 3, 2024 - Jupyter Notebook
Lab assignments for Introduction to Data-Centric AI, MIT IAP 2023 👩🏽💻
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Feb 20, 2023 - Jupyter Notebook
Semantically search through OCR text blocks with Qdrant, Sentence Transformers, and FiftyOne!
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Apr 5, 2024 - Python
🧼🔎 SelfClean revised versions of benchmark datasets for more reliable performance estimation.
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Dec 19, 2023
📕 flyswot book on developing a pragmatic machine learning workflow in a library setting
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Nov 28, 2022 - HTML
A multi-view panorama of Data-Centric AI: Techniques, Tools, and Applications (ECAI Tutorial 2024)
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May 27, 2024
Course of data centric AI. ITMO University. AI Talent Hub.
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Jan 7, 2024 - Jupyter Notebook
AQuA: A Benchmarking Tool for Label Quality Assessment
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Oct 17, 2023 - Jupyter Notebook
Customer churn train/prediction library with automatic dataset size optimisation features.
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Mar 1, 2022 - Python
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