A React component for building Web forms from JSON Schema.
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Jul 6, 2026 - TypeScript
data-validation - 技术专题
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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.
data-science machine-learning annotation data-validation exploratory-data-analysis weak-supervision outlier-detection labeling datasets data-cleaning active-learning data-quality data-profiling anomaly-detection data-curation data-annotation noisy-labels out-of-distribution-detection data-labeling data-centric-ai
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Jan 13, 2026 - Python
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.
data-science machine-learning data-validation pandas-dataframe jupyter-notebook html-report hacktoberfest data-quality mlops model-monitoring data-drift llm generative-ai llmops
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May 2, 2026 - Jupyter Notebook
A light-weight, flexible, and expressive statistical data testing library
testing schema validation data-validation pandas-dataframe assertions pandas testing-tools data-processing dataframes data-cleaning hypothesis-testing data-verification pandas-validation data-check data-assertions dataframe-schema pandas-validator
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Jul 6, 2026 - Python
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.
python data-science machine-learning deep-learning data-validation pandas-dataframe jupyter-notebook ml pytorch html-report model-validation mlops model-monitoring data-drift
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Dec 28, 2025 - Python
Lightweight, extensible data validation library for Python
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Jul 1, 2026 - Python
Data Contracts engine for the modern data stack. https://www.soda.io
python data-validation snowflake data-engineering dbt data-quality-checks data-quality data-profiling dataquality data-governance data-monitoring data-quality-monitoring pipeline-testing data-unit-tests data-testing data-contracts datatesting data-observability data-reliability data-quality-testing
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Jul 5, 2026 - Python
Validation library with type-safe schemas and rules
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May 10, 2026 - Ruby
Automatically find issues in image datasets and practice data-centric computer vision.
data-science computer-vision deep-learning data-validation exploratory-data-analysis image-classification image-generation image-segmentation image-analysis data-exploration image-quality data-quality data-profiling data-centric-ai
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Jan 8, 2026 - Python
Data quality assessment and metadata reporting for data frames and database tables
data-validation testing-tools schema-validation data-management yaml-configuration data-quality data-frames data-verification easy-to-understand reporting-tool database-tables data-assertions data-checker data-inference data-profiler data-dictionaries
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May 10, 2026 - R
Dingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool
spark data-validation datascience openai data-quality vlm common-crawl data-evaluation dataquality hallucination data-quality-report data-quality-assessment llm qwen data-agent deepseek hallucination-detection llm-as-a-judge opencompass agent-as-a-judge
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Jul 2, 2026 - Python
Google ReCaptcha package for Laravel
php laravel recaptcha checkbox data-validation google-recaptcha form-validation recaptcha-api laravel5 laravel-recaptcha php8 google-recaptcha-v3 google-recaptcha-v2 recaptcha-validation laravel7 laravel6 laravel8 laravel9 laravel10 larave11
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Mar 27, 2024 - PHP
Coercion and validation for data structures
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May 10, 2026 - Ruby
The data-validation toolkit for enhanced dbt (data build tool) PR review
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Jul 4, 2026 - TypeScript
The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.
python data-science data machine-learning computer-vision deep-learning data-validation annotations ml object-detection data-cleaning active-learning data-quality data-centric mlops noisy-labels model-quality label-errors label-quality
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May 23, 2025 - Python
Data validation toolkit for assessing and monitoring data quality.
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Jul 4, 2026 - Python
A proxy that validates responses and requests against an OpenAPI document. https://www.npmjs.com/package/openapi-cop https://hub.docker.com/r/lxlu/openapi-cop
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Jun 22, 2026 - TypeScript
Elegant, highly efficient data validation for JavaScript.
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Jan 12, 2023 - JavaScript
The Open Data Editor (ODE) is a no-code application to explore and validate tabular data in a simple way. Forever free and open source project powered by the Frictionless Framework.
python data-validation opendata tabular-data desktop-application frictionlessdata dpg sdgs pyside6 digitalpublicgoods sdg11 sdg9 sdg16
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Feb 19, 2026 - Python
Data Cleaning Libraries with Python
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Sep 15, 2023 - Jupyter Notebook