isolation-forest VS ScalNet

Compare isolation-forest vs ScalNet 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
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ScalNet

A Scala wrapper for Deeplearning4j, inspired by Keras. Scala + DL + Spark + GPUs (by deeplearning4j)
Machine Learning Scala Deeplearning Deeplearning4j Nd4j Spark SBT

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isolation-forest ScalNet
1 -
219 344
0.9% -
3.9 0.0
2 months ago almost 4 years ago
Scala Scala
GNU General Public License v3.0 or later 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.

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.

ScalNet

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

We haven't tracked posts mentioning ScalNet yet.
Tracking mentions began in Dec 2020.

What are some alternatives?

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

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

DeepLearning.scala - A simple library for creating complex neural networks

SynapseML - Simple and Distributed Machine Learning

Orkestra - Functional DevOps with Scala and Kubernetes

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

DynaML - Scala Library/REPL for Machine Learning Research

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

doddle-model - :cake: doddle-model: machine learning in Scala.

LynxKite - The complete graph data science platform

Deeplearning4j - Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.

sbt - sbt, the interactive build tool

isolation-forest vs pyod ScalNet vs DeepLearning.scala isolation-forest vs SynapseML ScalNet vs Orkestra isolation-forest vs mmlspark ScalNet vs DynaML isolation-forest vs anomaly-detection-resources ScalNet vs doddle-model ScalNet vs LynxKite ScalNet vs Deeplearning4j ScalNet vs sbt