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com.simiacryptus:mindseye-core

Core Neural Networks Framework

License

License
GroupId

GroupId

com.simiacryptus
ArtifactId

ArtifactId

mindseye-core
Last Version

Last Version

2.1.0
Release Date

Release Date
Type

Type

jar
Description

Description

Core Neural Networks Framework
Project Organization

Project Organization

SimiaCryptus Software

Download mindseye-core

Filename Size
mindseye-core-2.1.0.pom
mindseye-core-2.1.0.jar 259 KB
mindseye-core-2.1.0-sources.jar 130 KB
mindseye-core-2.1.0-javadoc.jar 581 KB
Browse

How to add to project

<!-- https://jarcasting.com/artifacts/com.simiacryptus/mindseye-core/ -->
<dependency>
    <groupId>com.simiacryptus</groupId>
    <artifactId>mindseye-core</artifactId>
    <version>2.1.0</version>
</dependency>
// https://jarcasting.com/artifacts/com.simiacryptus/mindseye-core/
implementation 'com.simiacryptus:mindseye-core:2.1.0'
// https://jarcasting.com/artifacts/com.simiacryptus/mindseye-core/
implementation ("com.simiacryptus:mindseye-core:2.1.0")
'com.simiacryptus:mindseye-core:jar:2.1.0'
<dependency org="com.simiacryptus" name="mindseye-core" rev="2.1.0">
  <artifact name="mindseye-core" type="jar" />
</dependency>
@Grapes(
@Grab(group='com.simiacryptus', module='mindseye-core', version='2.1.0')
)
libraryDependencies += "com.simiacryptus" % "mindseye-core" % "2.1.0"
[com.simiacryptus/mindseye-core "2.1.0"]

Dependencies

compile (8)

Group / Artifact Type Version
org.junit.jupiter : junit-jupiter Optional jar
ch.qos.logback : logback-classic jar
org.slf4j : slf4j-api jar
com.google.code.gson : gson jar
com.google.code.findbugs : jsr305 jar
org.jetbrains : annotations jar
com.simiacryptus : java-util jar
com.simiacryptus : refcount-core jar

Project Modules

There are no modules declared in this project.

MindsEye - Java 8 Neural Networks

Sample Art created by MindsEye

Sample Painting created by MindsEye

Welcome! This is MindsEye, a neural network library written in Java 8. Low-level computation is provided by CuDNN and other native libraries.

Links

Developer Guide - docs.google.com - Detailed Technical Documentation

Art Gallery - photos.google - Curated artwork generated by MindsEye

Component Documentation - simiacryptus.github.io/NetworkZoo/ - Test-generated documentation reports detailing each neural network component type.

JavaDocs - simiacryptus.github.io/MindsEye/apidocs/ - API documentation for the current release

Project Site - simiacryptus.github.io/MindsEye/ - The current maven-published site

Maven - mvnrepository.com/artifact/com.simiacryptus/mindseye - Dependency import information

Blog Articles - http://simiacryptus.com - Related articles from the author

Features

  • Java - Use Java 8+, Scala, or any other JVM language.

  • Support for multiple GPUs and high performance math using native libraries including CuDNN, CUDA, and OpenCL.

  • A highly modular optimization engine - It can be configured for many popular algorithms, or customized for optimization research.

  • A large and extensible component library with a focus on automated testing and documentation.

  • Utilize server clusters with Apache Spark for data-parallel training.

  • Built-in JSON serialization for all networks.

  • Output Markdown or HTML Notebook-style reports for documentation and research.

  • Directly regress input datasets - learning is not limited to network weights.

com.simiacryptus

Simia Cryptus

Big Data Science and Artificial Intelligence

Versions

Version
2.1.0
2.0.0
1.8.0
1.7.2
1.7.1
1.7.0
1.6.0
1.5.1