data-validation · GitHub Topics

rjsf-team / react-jsonschema-form

A React component for building Web forms from JSON Schema.

翻译 - 一个从JSON Schema构建Web表单的React组件。

React JSON Schema forms ui Web JSON data-validation

TypeScript 14.65 k

43 分钟前

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.

翻译 - 在数据集中查找标签错误并使用嘈杂的标签进行学习。

Python 10.22 k

20 小时前

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...

翻译 - 元数据开放标准。发现、协作和正确获取数据的单一场所。

TypeScript 6.24 k1

1 天前

evidentlyai / evidently

#大语言模型#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-drift Jupyter Notebook pandas-dataframe 机器学习 model-monitoring html-report mlops 数据科学 Hacktoberfest data-quality data-validation generative-ai 大语言模型 llmops

Jupyter Notebook 5.82 k

11 小时前

deepchecks / deepchecks

#计算机科学#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 model...

翻译 - 用于验证 ML 模型和数据的测试套件。 Deepchecks 是一个 Python 包，用于以最小的努力全面验证您的机器学习模型和数据。

机器学习 model-validation data-validation mlops 数据科学 Python Jupyter Notebook model-monitoring data-drift html-report 深度学习 PyTorch pandas-dataframe

Python 3.73 k

7 天前

unionai-oss / pandera

A light-weight, flexible, and expressive statistical data testing library

pandas validation schema dataframes Testing pandas-dataframe data-validation data-cleaning assertions hypothesis-testing data-processing

Python 3.66 k

5 天前

pyeve / cerberus

Lightweight, extensible data validation library for Python

Python data-validation

Python 3.2 k

2 个月前

sodadata / soda-core

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

Python data-engineering data-governance data-monitoring data-observability data-profiling data-quality data-quality-checks data-quality-monitoring data-reliability data-testing data-validation dataquality dbt pipeline-testing snowflake data-contracts

Python 2.03 k

5 天前

dry-rb / dry-validation

Validation library with type-safe schemas and rules

翻译 - 具有类型安全模式和规则的验证库

dry-rb validation Ruby data-validation type-safety coercion rubygem gem

Ruby 1.35 k

2 个月前

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-ai data-exploration data-quality data-validation 深度学习 exploratory-data-analysis image-analysis image-classification image-generation image-quality image-segmentation data-profiling 数据科学

Python 1.06 k

1 年前

rstudio / pointblank

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

data-validation reporting-tool data-management schema-validation yaml-configuration Testing data-quality

R 934

5 天前

biscolab / laravel-recaptcha

Google ReCaptcha package for Laravel

翻译 - 适用于Laravel 5的Google ReCaptcha软件包

recaptcha laravel-recaptcha PHP Laravel data-validation form-validation google-recaptcha recaptcha-validation google-recaptcha-v2 google-recaptcha-v3 checkbox

PHP 517

1 年前

encord-team / encord-active

#计算机科学#The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.

机器视觉 data 数据科学 data-validation 深度学习机器学习 mlops Python active-learning annotations data-centric data-cleaning data-quality label-errors noisy-labels object-detection

Python 447

1 个月前

dry-rb / dry-schema

Coercion and validation for data structures

翻译 - 数据结构的强制和验证

dry-rb data-validation data-validator schema schema-validation coercion type-safety Ruby ruby-gem

Ruby 435

10 天前

EXXETA / openapi-cop

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

proxy swagger OpenAPI Specification validation data-validation contract-testing

TypeScript 371

14 天前