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The Top 10 Data Validation Open Source Projects
Open source projects categorized as Data Validation
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Data Validation
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rjsf-team/react-jsonschema-form
⭐
13,384
A React component for building Web forms from JSON Schema.
dependent packages
0
total releases
0
most recent commit
about 2 years ago
cleanlab/cleanlab
⭐
7,747
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
dependent packages
0
total releases
0
most recent commit
about 2 years ago
open-metadata/OpenMetadata
⭐
3,512
Open Standard for Metadata. A Single place to Discover, Collaborate and Get your data right.
dependent packages
0
total releases
0
most recent commit
about 2 years ago
deepchecks/deepchecks
⭐
3,206
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
dependent packages
0
total releases
0
most recent commit
about 2 years ago
pyeve/cerberus
⭐
3,046
Lightweight, extensible data validation library for Python
dependent packages
0
total releases
0
most recent commit
over 2 years ago
unionai-oss/pandera
⭐
2,807
A light-weight, flexible, and expressive statistical data testing library
dependent packages
0
total releases
0
most recent commit
about 2 years ago
sodadata/soda-core
⭐
1,644
:zap: Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io
dependent packages
0
total releases
0
most recent commit
about 2 years ago
dry-rb/dry-validation
⭐
1,294
Validation library with type-safe schemas and rules
dependent packages
0
total releases
0
most recent commit
over 2 years ago
victorjonsson/jQuery-Form-Validator
⭐
978
[DISCONTINUED] jQuery plugin that makes it easy to validate user input while keeping your HTML markup clean from javascript code.
dependent packages
0
total releases
0
most recent commit
over 4 years ago
rstudio/pointblank
⭐
785
Data quality assessment and metadata reporting for data frames and database tables
dependent packages
0
total releases
0
most recent commit
over 2 years ago
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