Data Cleaning Collection

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🔮Psychic

★★★

“Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.”

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🔮Psychic

★★★

“Refine high-quality datasets and visual AI models”

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🌊Water

★★★

“Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON”

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🔮Psychic

★★★

“Easy Data Preparation with latest LLMs-based Operators and Pipelines.”

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🔮Psychic

★★

“A light-weight, flexible, and expressive statistical data testing library”

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📦Normal

★★

“Jupyter notebook and datasets from the pandas video series”

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🔮Psychic

★★

“Machine learning with dataframes”

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📦Normal

★★

“General Assembly's 2015 Data Science course in Washington, DC”

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🔮Psychic

★★

“:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark”

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📦Normal

★★

“simple tools for data cleaning in R”

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💎Aqua

★★

“The JavaScript data transformation and analysis toolkit inspired by Pandas and LINQ.”

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📦Normal

★★

“An open-source educational chat model from ICALK, East China Normal University. 开源中英教育对话大模型。(通用基座模型，GPU部署，数据清理) 致敬: LLaMA, MOSS, BELLE, Ziya, vLLM”

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📦Normal

★★

“ Production-Grade ML System for Automated Unit of Measure Error Detection | 88-92% Accuracy | 94% Autonomy | KNIME Workflow”

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📦Normal

★★

“A comprehensive guide to building a modern data warehouse with SQL Server, including ETL processes, data modeling, and analytics.”

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🔮Psychic

★★

“Continuously updated paper list on advancements in Data Agents. Companion repo to our paper "A Survey of Data Agents: Emerging Paradigm or Overstated Hype?"”

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🔮Psychic

★★

“Easy to use Python library of customized functions for cleaning and analyzing data.”

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⚡Electric

★★

“Schema-Inspector is a simple JavaScript object sanitization and validation module.”

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🔥Fire

★

“Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.”