An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Data Quality and Observability platform for the whole data lifecycle, from profiling new data sources to full automation with Data Observability. Configure data quality checks from the UI or in YAML files, let DQOps run the data quality checks daily to detect data quality issues.

Always know what to expect from your data.

CSV Lint plug-in for Notepad++ for syntax highlighting, csv validation, automatic column and datatype detecting, fixed width datasets, change datetime format, decimal separator, sort data, count unique values, convert to xml, json, sql etc. A plugin for data cleaning and working with messy data files.

⚡ Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io

The Open Source Feature Store for Machine Learning

OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team collaboration.

The open-source tool for building high-quality datasets and computer vision models

lakeFS - Data version control for your data lake | Git for data

Infinitely scalable, event-driven, language-agnostic orchestration and scheduling platform to manage millions of workflows declaratively in code.

A simple widget for interactive EDA / QA. Works on top of Pandas [in Jupyter Notebook] using IPyWidgets with a sprinkle of Regex.

Source-available data quality tool

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Data quality assessment and metadata reporting for data frames and database tables

Possibly the fastest DataFrame-agnostic quality check library in town.

Test data management tool for any data source, batch or real-time

Badgers: Bad Data Generators

Intelligent Data Analysis (IAU_B) @ FIIT STU in Bratislava

Watchmen Platform is a low code data platform for data pipeline, meta data management , analysis, indicator objective analysis and quality management