mmlspark VS isolation-forest

Compare mmlspark vs isolation-forest 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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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
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mmlspark isolation-forest
2 1
2,489 219
- 0.9%
9.3 3.9
over 2 years ago 2 months ago
Scala Scala
MIT License GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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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.

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.

What are some alternatives?

When comparing mmlspark and isolation-forest you can also consider the following projects:

SynapseML - Simple and Distributed Machine Learning

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

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

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]

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

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

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

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

qbeast-spark - Qbeast-spark: DataSource enabling multi-dimensional indexing and efficient data sampling. Big Data, free from the unnecessary!

mmlspark vs SynapseML isolation-forest vs pyod mmlspark vs polyaxon isolation-forest vs SynapseML mmlspark vs Activeloop Hub isolation-forest vs ScalNet mmlspark vs Spark Utils isolation-forest vs anomaly-detection-resources mmlspark vs metarank mmlspark vs dblink mmlspark vs Spark Tools mmlspark vs qbeast-spark