mmlspark VS SynapseML

Compare mmlspark vs SynapseML and see what are their differences.

mmlspark

Simple and Distributed Machine Learning [Moved to: https://github.com/microsoft/SynapseML] (by Azure)
Spark Pyspark Azure Scala Microsoft ML Machine Learning Databricks cognitive-services Lightgbm HTTP model-deployment Deep Learning AI apache-spark Data Science Synapse Big Data Onnx OpenCV

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SynapseML

Simple and Distributed Machine Learning (by microsoft)
Spark Pyspark Azure Scala Microsoft ML Machine Learning Databricks cognitive-services Lightgbm HTTP model-deployment Deep Learning AI apache-spark Data Science Synapse Big Data Onnx OpenCV
Source Code
aka.ms
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mmlspark SynapseML
2 18
2,489 4,973
- 0.3%
9.3 9.0
over 2 years ago 7 days ago
Scala Scala
MIT License 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.

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.

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.

What are some alternatives?

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

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

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

Tensorflow_scala - TensorFlow API for the Scala Programming Language

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]

deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

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

Breeze - Breeze is a numerical processing library for Scala.

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

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

dblink - Distributed Bayesian Entity Resolution in Apache Spark

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

mmlspark vs isolation-forest SynapseML vs isolation-forest mmlspark vs polyaxon SynapseML vs Tensorflow_scala mmlspark vs Activeloop Hub SynapseML vs deequ mmlspark vs Spark Utils SynapseML vs Breeze mmlspark vs metarank SynapseML vs azure-kusto-spark mmlspark vs dblink SynapseML vs cobrix