com.circuitwall.ml:platform-flink

Machine learning libraries for different platforms

License	The Apache License, Version 2.0
Categories	ORM Data
GroupId	com.circuitwall.ml
ArtifactId	platform-flink
Last Version	1.2.0
Release Date	Aug 3, 2017
Type	jar
Description	Machine learning libraries for different platforms

Download platform-flink

Filename	Size
platform-flink-1.2.0.pom
platform-flink-1.2.0.jar	19 KB
platform-flink-1.2.0-sources.jar	10 KB
platform-flink-1.2.0-javadoc.jar	102 KB

How to add to project

Apache Maven

<!-- https://jarcasting.com/artifacts/com.circuitwall.ml/platform-flink/ -->
<dependency>
    <groupId>com.circuitwall.ml</groupId>
    <artifactId>platform-flink</artifactId>
    <version>1.2.0</version>
</dependency>

Gradle Groovy

// https://jarcasting.com/artifacts/com.circuitwall.ml/platform-flink/
implementation 'com.circuitwall.ml:platform-flink:1.2.0'

Gradle Kotlin

// https://jarcasting.com/artifacts/com.circuitwall.ml/platform-flink/
implementation ("com.circuitwall.ml:platform-flink:1.2.0")

Apache Buildr

'com.circuitwall.ml:platform-flink:jar:1.2.0'

Apache Ivy

<dependency org="com.circuitwall.ml" name="platform-flink" rev="1.2.0">
  <artifact name="platform-flink" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='com.circuitwall.ml', module='platform-flink', version='1.2.0')
)

Scala SBT

libraryDependencies += "com.circuitwall.ml" % "platform-flink" % "1.2.0"

Leiningen

[com.circuitwall.ml/platform-flink "1.2.0"]

Dependencies

compile (1)

Group / Artifact	Type	Version
com.circuitwall.ml : algorithm	jar	1.2.0

provided (1)

Group / Artifact	Type	Version
org.apache.flink : flink-clients_2.11	jar	[1.3.0,1.5.0]

test (1)

Group / Artifact	Type	Version
junit : junit	jar	4.12

Project Modules

There are no modules declared in this project.

Machine-learning libs by circuitwall.com

Requirements: Java 8 and above (stream/parallel stream, default)

Algorithms

<dependency>
    <groupId>com.circuitwall.ml</groupId>
    <artifactId>algorithm</artifactId>
    <version>1.2.0</version>
</dependency>

This package contains key logics for the algorithm to run.

Evolution Algorithm

"In artificial intelligence, an evolutionary algorithm (EA) is a subset of evolutionary computation, a generic population-based metaheuristic optimization algorithm. An EA uses mechanisms inspired by biological evolution, such as reproduction, mutation, recombination, and selection.

Evolutionary algorithm" - Wikipedia

Supply with implementation of some key logic, you can choose to evolve solution to your problem from "primordial soup" or advanced "primates".

This algorithm is very useful to solve puzzles with multiple dimensions.

Flink Execution plan:

Read more

Platforms

By including following packages, the algorithm can be run on different environment.

Monolithic

Or say run it locally.

<dependency>
    <groupId>com.circuitwall.ml</groupId>
    <artifactId>platform-monolithic</artifactId>
    <version>1.2.0</version>
</dependency>

Flink

A DAG engine read more here https://flink.apache.org

<dependency>
    <groupId>com.circuitwall.ml</groupId>
    <artifactId>platform-flink</artifactId>
    <version>1.2.0</version>
</dependency>

Spark

A DAG engine read more here https://spark.apache.org/

<dependency>
    <groupId>com.circuitwall.ml</groupId>
    <artifactId>platform-spark</artifactId>
    <version>1.2.0</version>
</dependency>

CircuitWall

Another Java Bigdata/Machine learning consultancy...

Versions

Version
1.2.0 Aug 3, 2017
1.1.1 Oct 5, 2016
1.0.4 Oct 4, 2016