isolation-forest VS SynapseML

Compare isolation-forest vs SynapseML and see what are their differences.

isolation-forest

A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm. (by linkedin)
isolation-forest Spark Linkedin outlier-detection unsupervised-learning Machine Learning Scala anomaly-detection
Source Code
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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
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isolation-forest SynapseML
1 18
219 4,970
0.9% 0.2%
3.9 9.0
2 months ago about 23 hours 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.

isolation-forest

Posts with mentions or reviews of isolation-forest. We have used some of these posts to build our list of alternatives and similar projects.

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 isolation-forest and SynapseML you can also consider the following projects:

pyod - A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

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

Tensorflow_scala - TensorFlow API for the Scala Programming Language

ScalNet - A Scala wrapper for Deeplearning4j, inspired by Keras. Scala + DL + Spark + GPUs

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

anomaly-detection-resources - Anomaly detection related books, papers, videos, and toolboxes

Breeze - Breeze is a numerical processing library for Scala.

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

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

Smile - Statistical Machine Intelligence & Learning Engine

spark-excel - A Spark plugin for reading and writing Excel files

isolation-forest vs pyod SynapseML vs mmlspark isolation-forest vs mmlspark SynapseML vs Tensorflow_scala isolation-forest vs ScalNet SynapseML vs deequ isolation-forest vs anomaly-detection-resources SynapseML vs Breeze SynapseML vs azure-kusto-spark SynapseML vs cobrix SynapseML vs Smile SynapseML vs spark-excel