SynapseML VS deequ

Compare SynapseML vs deequ and see what are their differences.

deequ

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets. (by awslabs)
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SynapseML deequ
18 17
5,021 3,189
0.6% 1.2%
8.8 7.1
3 days ago 23 days ago
Scala Scala
MIT License Apache License 2.0
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.

SynapseML

Posts with mentions or reviews of SynapseML. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-09-12.

deequ

Posts with mentions or reviews of deequ. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-01.

What are some alternatives?

When comparing SynapseML and deequ you can also consider the following projects:

mmlspark - Simple and Distributed Machine Learning [Moved to: https://github.com/microsoft/SynapseML]

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

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

azure-kusto-spark - Apache Spark Connector for Azure Kusto

Tensorflow_scala - TensorFlow API for the Scala Programming Language

dbt-data-reliability - dbt package that is part of Elementary, the dbt-native data observability solution for data & analytics engineers. Monitor your data pipelines in minutes. Available as self-hosted or cloud service with premium features.

Breeze - Breeze is a numerical processing library for Scala.

Quill - Compile-time Language Integrated Queries for Scala

BigDL - Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, Phi, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, Axolotl, etc.

cobrix - A COBOL parser and Mainframe/EBCDIC data source for Apache Spark

re_data - re_data - fix data issues before your users & CEO would discover them ๐Ÿ˜Š

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Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
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SaaSHub helps you find the best software and product alternatives
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