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集合主题趋势排行榜
#

data-profiling

Website
Wikipedia
https://static.github-zh.com/github_avatars/ydataai?size=40
ydataai / ydata-profiling

#计算机科学#1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

pandas-profilingpandas-dataframe统计Jupyter Notebookexploration数据科学Pythonpandas机器学习深度学习exploratory-data-analysisedadata-qualityhtml-reportdata-exploration数据分析big-data-analyticsdata-profilingHacktoberfest
Python 12.98 k
6 天前
https://static.github-zh.com/github_avatars/cleanlab?size=40
cleanlab / cleanlab

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

weak-supervisiondata-cleaningdata-quality数据科学noisy-labelsdata-centric-aiout-of-distribution-detectionoutlier-detectionactive-learningdata-labelingdata-profilingdata-validationlabelingdata-curationannotationDataOpsdataquality大语言模型数据集exploratory-data-analysis
Python 10.61 k
12 天前
https://static.github-zh.com/github_avatars/great-expectations?size=40
great-expectations / great_expectations

Always know what to expect from your data.

pipeline-testsdataqualitydatacleaningdatacleaner数据科学data-profilingpipelinepipeline-testingcleandatadataunittestedaexploratory-data-analysisdata-qualitydata-engineeringmlops
Python 10.48 k
2 天前
open-metadata/OpenMetadata
https://static.github-zh.com/github_avatars/open-metadata?size=40
open-metadata / OpenMetadata

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 colla...

metadatadatadiscovery数据科学dataqualitydata-profilingmetadata-managementdataengineeringdata-catalogdata-observabilitydbtdata-discoverydata-contractsdata-governancedata-lineagedata-validationsnowflakedata-qualitydata-quality-checksdata-collaboration
TypeScript 6.9 k1
11 小时前
https://static.github-zh.com/github_avatars/fbdesignpro?size=40
fbdesignpro / sweetviz

#计算机科学#Visualize and compare datasets, target values and associations, with one line of code.

pandas-dataframeedapandasdata-exploration数据分析数据科学数据可视化机器学习data-profilingexploratory-data-analysis统计explorationPython
Python 3.02 k
10 个月前
sodadata/soda-core
https://static.github-zh.com/github_avatars/sodadata?size=40
sodadata / soda-core

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

Pythondata-engineeringdata-governancedata-monitoringdata-observabilitydata-profilingdata-qualitydata-quality-checksdata-quality-monitoringdata-reliabilitydata-testingdata-validationdataqualitydbtpipeline-testingsnowflakedata-contracts
Python 2.11 k
4 天前
https://static.github-zh.com/github_avatars/hi-primus?size=40
hi-primus / optimus

#计算机科学#🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

Apache Sparkpysparkdata-wranglingbigdata数据科学data-cleansingdata-transformation机器学习data-profilingdata-extractiondata-exploration数据分析data-preparationcudfdaskdata-cleaning
Python 1.51 k
6 个月前
opendatadiscovery/odd-platform
https://static.github-zh.com/github_avatars/opendatadiscovery?size=40
opendatadiscovery / odd-platform

First open-source data discovery and observability platform. We make a life for data practitioners easy so you can focus on your business.

Open Sourcedata-platformmetadatametadata-managementdata-pipelinesdata-engineeringobservabilitydata-catalogdata-discoverydata-lineagebigdataalertinglineagedata-profilingdata-explorationdata-governancedata-quality数据科学data-observability
Java 1.33 k
4 个月前
https://static.github-zh.com/github_avatars/cleanlab?size=40
cleanlab / cleanvision

#计算机科学#Automatically find issues in image datasets and practice data-centric computer vision.

机器视觉data-centric-aidata-explorationdata-qualitydata-validation深度学习exploratory-data-analysisimage-analysisimage-classificationimage-generationimage-qualityimage-segmentationdata-profiling数据科学
Python 1.09 k
2 个月前
https://static.github-zh.com/github_avatars/datavane?size=40
datavane / datavines

Know your data better!Datavines is Next-gen Data Observability Platform, support metadata manage and data quality.

dataqualitydatasciencedorisApache Sparkmetadatacleandatadata-engineeringdata-profilingdata-qualitydata-quality-checksdata-quality-monitoring数据科学flink
Java 624
1 个月前
https://static.github-zh.com/github_avatars/polyaxon?size=40
polyaxon / traceml

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

pandasdataframes数据科学Apache Sparkdaskplotly统计matplotlibdata-profiling数据可视化data-explorationDataOpsmlopsdata-qualitydata-quality-checksexplainable-aiPyTorchTensorflowtracking
Python 517
2 个月前
https://static.github-zh.com/github_avatars/ing-bank?size=40
ing-bank / popmon

Monitor the stability of a Pandas or Spark dataframe ⚙︎

监控数据科学Python统计data-profilingstatistical-testspandasApache Spark数据分析Jupyter NotebookIPythonmlopsHacktoberfest
Python 501
5 个月前
https://static.github-zh.com/github_avatars/InfuseAI?size=40
InfuseAI / piperider

Code review for data in dbt

data-pipelinedata-profilingdata-quality数据科学data-explorationedaexploratory-data-analysisdata-testingPythondata-observabilitydata-reliability数据可视化dbt代码审查reportingpull-requests持续集成
Python 488
5 个月前
https://static.github-zh.com/github_avatars/polyaxon?size=40
polyaxon / haupt

#计算机科学#Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon

Tensorflow深度学习Jupyter NotebookPythonPyTorch机器学习modelsui可视化matplotlibplotlybokehmlops数据科学数据可视化data-processingdata-profilingtrackinglineageserving
Python 453
3 天前
https://static.github-zh.com/github_avatars/Desbordante?size=40
Desbordante / desbordante-core

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 algor...

data-analyticsdata-cleaningdata-cleansingdata-engineeringdata-explorationdata-miningdata-profiling数据科学data-wranglingdata-preprocessingfeature-selectionfeature-engineeringfeature-extractionSpreadsheettabular-dataanomaly-detectionexploratory-data-analysisknowledge-discovery
C++ 405
11 天前
https://static.github-zh.com/github_avatars/databrickslabs?size=40
databrickslabs / dqx

Databricks framework to validate Data Quality of pySpark DataFrames

data-profilingdata-qualitydata-quality-checksdata-quality-monitoringdatabricksApache Sparkspark-streamingdlt
Python 275
9 天前
https://static.github-zh.com/github_avatars/dqops?size=40
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 f...

DataOpsdata-qualitydata-quality-checksdata-quality-measurementdata-quality-monitoring监控data-observabilitydata-profiling
Java 151
14 天前
https://static.github-zh.com/github_avatars/hi-primus?size=40
hi-primus / bumblebee

#数据仓库#🚕 A spreadsheet-like data preparation web app that works over Optimus (Pandas, Dask, cuDF, Dask-cuDF, Spark and Vaex)

data-profilingdata-cleaningGUIdata-preparationPythondaskoptimusgpucudf数据集
Vue 141
2 年前
https://static.github-zh.com/github_avatars/DataKitchen?size=40
DataKitchen / data-observability-installer

Installer for DataKitchen's Open Source Data Observability Products. Data breaks. Servers break. Your toolchain breaks. Ensure your team is the first to know and the first to solve with visibility acr...

datadata-engineeringdata-observabilitydata-profilingdata-quality数据科学datacleanerdatacleaningDataOpsdataqualitysql-serverpipeline-testsPostgreSQLredshift自托管snowflakedata-reliability
Python 118
5 天前
https://static.github-zh.com/github_avatars/Swiple?size=40
Swiple / swiple

Swiple enables you to easily observe, understand, validate and improve the quality of your data

datadata-observabilitydata-qualityobservabilityPythonvalidationFastAPIdata-profiling数据科学data-analyticsdata-quality-checksdata-quality-monitoringdata-reliability
Python 84
5 天前
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