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21 repos shown

Topic: data-quality

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GokuMohandas/Made-With-ML

Learn how to develop, deploy and iterate on production-grade ML applications.

Stack

Jupyter Notebook FastAPI pytest PEP 517 pip

GitHub topics

#data-engineering #data-quality #data-science #deep-learning #distributed-ml #distributed-training

Updated: 2026-03-04
Lists: 1 list mention
First commit: 2023-07-26
History: 7 history points
License: MIT
Issues: 25 open

49,398

stars

Forks: 7,753
Commits: 19 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

open-metadata/OpenMetadata

The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.

AI dev

Stack

TypeScript Express Flask pytest React Maven npm PEP 517

GitHub topics

#context #context-layer #data-catalog #data-collaboration #data-contracts #data-discovery

Updated: 2026-09-09
Lists: 1 list mention
First commit: 2021-08-01
History: 7 history points
License: Apache-2.0
Issues: 968 open

15,145

stars

Forks: 2,369
Commits: 18,605 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

Data-Centric-AI-Community/fg-data-profiling

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

Stack

Python Jupyter pytest PEP 517 pip

GitHub topics

#big-data-analytics #data-analysis #data-exploration #data-profiling #data-quality #data-science

Updated: 2026-09-11
Lists: 2 list mentions
First commit: 2016-01-09
History: 71 history points
License: MIT
Issues: 339 open

13,729

stars

Forks: 1,801
Commits: 1,586 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

fivetran/great_expectations

Always know what to expect from your data.

AI dev

Stack

Python pytest React npm PEP 517 pip

GitHub topics

#cleandata #data-engineering #data-profilers #data-profiling #data-quality #data-science

Updated: 2026-10-16
Lists: 1 list mention
First commit: 2017-06-06
History: 89 history points
License: Apache-2.0
Issues: 51 open

11,876

stars

Forks: 1,876
Commits: 13,869 commits
Star growth, last 7 days: +9 +0.1%
Commit velocity, last 7 days: +2 0.0%

Website GitHub

cleanlab/cleanlab

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.

Stack

Python pytest PEP 517 pip

GitHub topics

#active-learning #annotation #anomaly-detection #data-annotation #data-centric-ai #data-cleaning

Updated: 2026-01-13
Lists: 3 list mentions
First commit: 2018-05-11
History: 9 history points
License: Apache-2.0
Issues: 124 open

11,646

stars

Forks: 921
Commits: 1,818 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

great-expectations/great_expectations

Always know what to expect from your data.

AI dev

Stack

Python pytest React npm PEP 517 pip

GitHub topics

#cleandata #data-engineering #data-profilers #data-profiling #data-quality #data-science

Updated: 2026-06-13
Lists: 2 list mentions
First commit: 2017-06-06
History: 5 history points
License: Apache-2.0
Issues: 50 open

11,556

stars

Forks: 1,760
Commits: 13,657 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

evidentlyai/evidently

Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

Stack

Jupyter Notebook Jupyter LlamaIndex pytest React npm PEP 517 pip

GitHub topics

#data-drift #data-quality #data-science #data-validation #generative-ai #hacktoberfest

Updated: 2026-08-31
Lists: 5 list mentions
First commit: 2020-11-25
History: 9 history points
License: Apache-2.0
Issues: 303 open

7,898

stars

Forks: 914
Commits: 2,795 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

feast-dev/feast

The Open Source Feature Store for AI/ML

AI dev

Stack

Python Astro Cobra FastAPI gRPC Go Go modules Maven npm

GitHub topics

#big-data #data-engineering #data-quality #data-science #feature-store #features

Updated: 2026-10-16
Lists: 2 list mentions
First commit: 2018-12-10
History: 148 history points
License: Apache-2.0
Issues: 480 open

7,335

stars

Forks: 1,473
Commits: 4,847 commits
Star growth, last 7 days: +12 +0.2%
Commit velocity, last 7 days: +13 +0.3%

Website GitHub

treeverse/lakeFS

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

Stack

Go Android Cobra Gin gRPC Go Bundler Cargo Go modules

GitHub topics

#apache-spark #apache-sparksql #aws-s3 #azure-blob-storage #azure-storage #data-engineering

Updated: 2026-10-07
Lists: 2 list mentions
First commit: 2019-09-12
History: 8 history points
License: NOASSERTION
Issues: 450 open

5,557

stars

Forks: 485
Commits: 6,569 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

sodadata/soda-core

Data Contracts engine for the modern data stack. https://www.soda.io

Stack

Python pytest PEP 517 uv

GitHub topics

#data-contracts #data-engineering #data-governance #data-monitoring #data-observability #data-profiling

Updated: 2026-09-09
Lists: 1 list mention
First commit: 2026-01-28
History: 7 history points
License: NOASSERTION
Issues: 199 open

2,426

stars

Forks: 285
Commits: 241 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

slothflowlabs/duckle

Open-source ETL/ELT you deploy on your own servers or cloud. Built on DuckDB: no-code/low-code visual pipelines or SQL, 385 components, dbt, CDC, data quality, reverse ETL, lineage, MCP for AI agents. No vendor cloud, no per-row billing.

Stack

Rust Axum React Tauri Vite Cargo npm PEP 517

GitHub topics

#cdc #connectors #data-engineering #data-integration #data-orchestration #data-pipeline

Updated: 2026-10-14
Lists: 3 list mentions
First commit: 2026-05-21
History: 4 history points
License: Apache-2.0
Issues: 73 open

1,508

stars

Forks: 120
Commits: 1,751 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

MigoXLab/dingo

Dingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool

AI dev

Stack

Python LangChain pip

GitHub topics

#agent-as-a-judge #common-crawl #data-agent #data-evaluation #data-quality #data-quality-assessment

Updated: 2026-09-07
Lists: 2 list mentions
First commit: 2024-12-27
History: 10 history points
License: Apache-2.0
Issues: 6 open

754

stars

Forks: 77
Commits: 954 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

polyaxon/traceml

Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

Stack

Python pytest pip

GitHub topics

#dask #data-exploration #data-profiling #data-quality #data-quality-checks #data-science

Updated: 2026-09-17
Lists: 1 list mention
First commit: 2016-03-25
History: 9 history points
License: Apache-2.0
Issues: 7 open

534

stars

Forks: 46
Commits: 10,013 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

posit-dev/pointblank

Data validation toolkit for assessing and monitoring data quality.

Stack

Python Jupyter pytest uv

GitHub topics

#data-quality #data-testing #data-validation #easy-to-understand #tabular-data

Updated: 2026-10-15
Lists: 0 list mentions
First commit: 2024-10-23
History: 64 history points
License: MIT
Issues: 27 open

494

stars

Forks: 37
Commits: 5,534 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

dqops/dqo

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.

Stack

Java Flask React Spring Boot Tailwind CSS Maven npm PEP 517

GitHub topics

#data-observability #data-ops #data-profiling #data-quality #data-quality-checks #data-quality-measurement

Updated: 2026-01-05
Lists: 1 list mention
First commit: 2022-03-08
History: 1 history point
License: NOASSERTION
Issues: 9 open

194

stars

Forks: 38
Commits: 11,669 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

vertti/daffy

Lightweight DataFrame validation decorators for Pandas, Polars, Modin, and PyArrow. No custom types required.

AI dev

Stack

Python pytest pip uv

GitHub topics

#data-quality #data-validation #dataframe #dataframe-schema #dataframe-validation #decorator

Updated: 2026-10-15
Lists: 1 list mention
First commit: 2021-01-31
History: 1 history point
License: MIT
Issues: 5 open

stars

Forks: 5
Commits: 1,121 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

realdatadriven/etlx

ETL / ELT / Reverse ETL Framework powered by DuckDB, designed to seamlessly integrate and process data from diverse sources. It leverages Markdown as a configuration medium, where YAML blocks define metadata for each data source, and embedded SQL blocks specify the extraction, transformation, and loading logic.

Stack

Go Go modules

GitHub topics

#data-engineering #data-lake #data-lakehouse #data-quality #data-quality-checks #data-quality-monitoring

Updated: 2026-09-09
Lists: 1 list mention
First commit: 2024-12-01
History: 2 history points
License: MIT
Issues: 1 open

stars

Forks: 3
Commits: 659 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

provero-org/provero

Declarative data quality engine. Define checks in YAML, run anywhere.

AI dev

Stack

Python FastAPI pytest PEP 517 uv

GitHub topics

#airflow #anomaly-detection #data-contracts #data-engineering #data-observability #data-quality

Updated: 2026-10-12
Lists: 1 list mention
First commit: 2026-03-12
History: 1 history point
License: Apache-2.0
Issues: 11 open

stars

Forks: 3
Commits: 133 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

rbmuller/scherlok

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

Stack

Python pytest PEP 517 uv

GitHub topics

#anomaly-detection #bigquery #claude #cli #data-engineering #data-observability

Updated: 2026-09-28
Lists: 3 list mentions
First commit: 2026-04-01
History: 1 history point
License: MIT
Issues: 13 open

stars

Forks: 6
Commits: 118 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

godalida/koala-diff

Blazingly fast data comparison tool for Python, powered by Rust. Compare massive CSV/Parquet datasets instantly.

Stack

Python pytest Cargo PEP 517

GitHub topics

#csv #data-engineering #data-quality #diff #high-performance #parquet

Updated: 2026-02-25
Lists: 1 list mention
First commit: 2026-02-13
History: 1 history point
License: MIT
Issues: 0 open

stars

Forks: 0
Commits: 33 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

aegis-dq/aegis-dq

Open, audit-grade agentic data quality framework with portable industry packs

Stack

Python FastAPI pytest npm PEP 517

GitHub topics

#agentic-ai #airflow #data-engineering #data-quality #dbt #duckdb

Updated: 2026-05-27
Lists: 2 list mentions
First commit: 2026-05-11
History: 1 history point
License: NOASSERTION
Issues: 10 open

stars

Forks: 2
Commits: 76 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

GitHub

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