31 results found Sort:

rjsf-team
react-jsonschema-form rjsf-team
2.2k
13.8k
apache-2.0
163
A React component for building Web forms from JSON Schema.
ui web json forms react json-schema data-validation
Created 2015-12-16
1,627 commits to main branch, last one 20 days ago
cleanlab
cleanlab cleanlab
687
8.9k
agpl-3.0
85
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
llms dataops datasets labeling annotation dataquality data-quality data-science noisy-labels data-analysis data-cleaning data-curation data-labeling data-profiling active-learning data-centric-ai data-validation weak-supervision outlier-detection out-of-distribution-detection
Created 2018-05-11
1,640 commits to master branch, last one 6 hours ago
open-metadata
OpenMetadata open-metadata
887
4.4k
apache-2.0
44
OpenMetadata is a unified platform for discovery, observability, and governance powered by a central metadata repository, in-depth lineage, and seamless team collaboration.
dbt metadata snowflake datacatalog dataquality data-catalog data-lineage data-quality data-science datadiscovery data-contracts data-discovery data-profiling data-governance data-validation dataengineering data-collaboration data-observability data-quality-checks metadata-management
Created 2021-08-01
9,574 commits to main branch, last one 15 hours ago
deepchecks
deepchecks deepchecks
246
3.5k
other
19
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...
ml mlops python pytorch data-drift html-report data-science deep-learning data-validation jupyter-notebook machine-learning model-monitoring model-validation pandas-dataframe
Created 2021-10-11
1,487 commits to main branch, last one 3 months ago
pyeve
cerberus pyeve
237
3.1k
isc
50
Lightweight, extensible data validation library for Python
python data-validation
Created 2012-10-10
1,142 commits to 1.3.x branch, last one 7 months ago
unionai-oss
pandera unionai-oss
284
3.1k
mit
18
A light-weight, flexible, and expressive statistical data testing library
pandas schema testing assertions data-check dataframes validation data-cleaning testing-tools data-assertions data-processing data-validation dataframe-schema pandas-dataframe pandas-validator data-verification pandas-validation hypothesis-testing
Created 2018-11-01
722 commits to main branch, last one 14 days ago
sodadata
soda-core sodadata
188
1.8k
apache-2.0
12
:zap: Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io
dbt python snowflake dataquality datatesting data-quality data-testing data-contracts data-profiling data-governance data-monitoring data-unit-tests data-validation data-engineering data-reliability pipeline-testing data-observability data-quality-checks data-quality-testing data-quality-monitoring
Created 2020-12-14
688 commits to main branch, last one 6 days ago
dry-rb
dry-validation dry-rb
186
1.3k
mit
37
Validation library with type-safe schemas and rules
gem ruby dry-rb rubygem coercion validation type-safety data-validation
Created 2015-07-22
1,926 commits to main branch, last one 8 months ago
cleanlab
cleanvision cleanlab
69
937
agpl-3.0
15
Automatically find issues in image datasets and practice data-centric computer vision.
data-quality data-science deep-learning image-quality data-profiling image-analysis computer-vision data-centric-ai data-validation data-exploration image-generation image-segmentation image-classification exploratory-data-analysis
Created 2022-05-26
335 commits to main branch, last one 3 months ago
rstudio
pointblank rstudio
51
839
other
30
Data quality assessment and metadata reporting for data frames and database tables
data-frames data-checker data-quality data-profiler testing-tools data-inference reporting-tool data-assertions data-management data-validation database-tables data-dictionaries data-verification schema-validation easy-to-understand yaml-configuration
Created 2017-02-24
5,501 commits to main branch, last one a day ago
biscolab
laravel-recaptcha biscolab
60
510
mit
4
Google ReCaptcha package for Laravel
php php8 laravel checkbox larave11 laravel5 laravel6 laravel7 laravel8 laravel9 laravel10 recaptcha recaptcha-api data-validation form-validation google-recaptcha laravel-recaptcha google-recaptcha-v2 google-recaptcha-v3 recaptcha-validation
This repository has been archived (exclude archived)
Created 2017-04-18
282 commits to master branch, last one 2 months ago
encord-team
encord-active encord-team
23
425
apache-2.0
10
The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.
ml data mlops python annotations data-centric data-quality data-science label-errors noisy-labels data-cleaning deep-learning label-quality model-quality active-learning computer-vision data-validation machine-learning object-detection
Created 2022-09-21
652 commits to main branch, last one about a month ago
dry-rb
dry-schema dry-rb
106
410
mit
20
Coercion and validation for data structures
ruby dry-rb schema coercion ruby-gem type-safety data-validator data-validation schema-validation
Created 2017-04-17
1,714 commits to main branch, last one 22 days ago
EXXETA
openapi-cop EXXETA
14
369
mit
10
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 openapi swagger validation data-validation contract-testing
Created 2020-02-19
564 commits to main branch, last one about a year ago
lucono
xtypejs lucono
15
363
mit
10
Elegant, highly efficient data validation for JavaScript.
data-types javascript data-validation
Created 2015-03-31
102 commits to master branch, last one 5 years ago
kjam
data-cleaning-101 kjam
174
279
unknown
23
Data Cleaning Libraries with Python
python teaching data-wrangling data-validation
Created 2017-04-24
13 commits to master branch, last one 5 years ago
shopnilsazal
validus shopnilsazal
15
259
other
13
A dead simple Python string validation library.
package python3 data-validation
Created 2017-06-07
46 commits to master branch, last one 5 years ago
MAIF
eurybia MAIF
24
204
apache-2.0
6
⚓ Eurybia monitors model drift over time and securizes model deployment with data validation
drift python data-drift html-report model-drift data-validation drift-detection machine-learning model-monitoring domain-classifier datadrift-classifier production-machine-learning
Created 2022-05-02
99 commits to master branch, last one 2 months ago
seandstewart
typical seandstewart
9
183
mit
6
Typical: Fast, simple, & correct data-validation using Python 3 typing.
serde serdes typing python3 typical python36 python37 python38 type-hints validation annotations type-safety python-types serialization data-validation deserialization python3-library type-annotations
Created 2019-03-15
532 commits to main branch, last one about a year ago
bids-standard
bids-validator bids-standard
107
177
mit
12
Validator for the Brain Imaging Data Structure
bids neuroimaging data-validation
Created 2015-06-09
4,616 commits to master branch, last one 8 hours ago
AKSW
RDFUnit AKSW
42
150
apache-2.0
30
An RDF Unit Testing Suite
rdf shacl schema validation data-quality unit-testing data-validation schema-validation data-quality-checks web-ontology-language
Created 2013-04-02
2,057 commits to master branch, last one 8 months ago
implerhq
impler.io implerhq
14
136
mit
2
Powerful CSV & Excel Import experience for SaaS 🚀 Save months building data import experience from scratch 💰
nx lerna nestjs nextjs mongodb csv-import typescript data-import data-review data-mapping excel-import pnpm-monorepo data-validation
Created 2022-09-23
1,414 commits to next branch, last one a day ago
waterdipai
datachecks waterdipai
18
131
apache-2.0
2
Open Source Data Quality Monitoring.
etl sql mlops mysql python dataops metrics data-ops database postgres monitoring postgresql dataquality elasticsearch data-governance data-validation data-engineering data-observability data-quality-monitor data-quality-monitoring
Created 2023-07-15
128 commits to main branch, last one 3 months ago
medtagger
MedTagger medtagger
23
113
apache-2.0
10
A collaborative framework for annotating medical datasets using crowdsourcing.
labeling data-science crowdsourcing deep-learning data-validation medical-imaging
Created 2017-12-11
587 commits to master branch, last one 3 years ago
fiverr
passable fiverr
11
99
mit
62
Declarative data validations.
isomorphic validations data-validation isomorphic-validations
Created 2017-02-10
306 commits to master branch, last one about a year ago
target
data-validator target
34
99
other
14
A tool to validate data, built around Apache Spark.
data-science hacktoberfest data-validation
Created 2019-04-17
458 commits to main branch, last one 2 months ago
serradura
u-attributes serradura
7
92
mit
4
Create "immutable" objects with no setters, just getters.
ruby getters ruby-gem no-setters activemodel immutability data-integrity data-validation change-detection
Created 2019-07-02
234 commits to main branch, last one 2 years ago
Data-Liberation-Front
csvlint.io Data-Liberation-Front
11
73
mit
15
Check that your CSV files are valid
ruby csvlint csv-files ruby-on-rails data-validation
Created 2014-01-07
1,591 commits to main branch, last one about a month ago
green-coder
minimallist green-coder
1
65
epl-2.0
4
A minimalist data driven data model library, inspired by Clojure Spec and Malli.
clojure data-parsing clojurescript data-validation
Created 2020-04-15
159 commits to all-work-and-no-play branch, last one 3 years ago
cstsunfu
intc cstsunfu
0
33
apache-2.0
1
Python Intelligence Config Manager. A superset of hydra+pydantic+lsp
lsp json hover hydra config neovim python vscode pydantic dataclass completion intelligent json-schema deep-learning data-validation goto-definition
Created 2024-04-05
11 commits to main branch, last one about a month ago