data-validator VS mmlspark

Compare data-validator vs mmlspark and see what are their differences.

data-validator

A tool to validate data, built around Apache Spark. (by target)
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data-validator mmlspark
2 2
95 2,489
- -
7.4 9.3
19 days ago over 2 years ago
Scala Scala
GNU General Public License v3.0 or later MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

data-validator

Posts with mentions or reviews of data-validator. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-03-18.

mmlspark

Posts with mentions or reviews of mmlspark. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-03-08.

What are some alternatives?

When comparing data-validator and mmlspark you can also consider the following projects:

soda-sql - Data profiling, testing, and monitoring for SQL accessible data.

SynapseML - Simple and Distributed Machine Learning

data-caterer - Data generation and validation tool for any data source

isolation-forest - A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.

HAMB

polyaxon - MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

data_check - data and pipeline testing with and for SQL

Activeloop Hub - Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai [Moved to: https://github.com/activeloopai/deeplake]

Spark Utils - Basic framework utilities to quickly start writing production ready Apache Spark applications

metarank - A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

dblink - Distributed Bayesian Entity Resolution in Apache Spark

Spark Tools - Executable Apache Spark Tools: Format Converter & SQL Processor