dllib (homepage)

dllib is a deep learning module running on Apache Spark.

@Lewuathe / (1)

dllib is a distributed deep learning running on Apache Spark. Flexible configuration and scalability.
The implemented algorithms are
- Full connection layer

Tags

  • 1|machine learning
  • 1|deep learning

How to

Include this package in your Spark Applications using:

spark-shell, pyspark, or spark-submit

> $SPARK_HOME/bin/spark-shell --packages Lewuathe:dllib:0.0.9

sbt

If you use the sbt-spark-package plugin, in your sbt build file, add:

spDependencies += "Lewuathe/dllib:0.0.9"

Otherwise,

resolvers += "Spark Packages Repo" at "https://repos.spark-packages.org/"

libraryDependencies += "Lewuathe" % "dllib" % "0.0.9"

Maven

In your pom.xml, add: 
<dependencies>
  <!-- list of dependencies -->
  <dependency>
    <groupId>Lewuathe</groupId>
    <artifactId>dllib</artifactId>
    <version>0.0.9</version>
  </dependency>
</dependencies>
<repositories>
  <!-- list of other repositories -->
  <repository>
    <id>SparkPackagesRepo</id>
    <url>https://repos.spark-packages.org/</url>
  </repository>
</repositories>

Releases

Version: 0.0.9 ( cc18e6 | zip | jar ) / Date: 2017-01-10 / License: Apache-2.0 / Scala version: 2.11

Version: 0.0.8 ( 218dc2 | zip | jar ) / Date: 2016-12-28 / License: Apache-2.0 / Scala version: 2.11

Version: 0.0.7 ( 753455 | zip | jar ) / Date: 2015-12-30 / License: Apache-2.0 / Scala version: 2.10

Spark Scala/Java API compatibility: - 43% , - 100% , - 10% , - 68% , - 35% , - 87%

Version: 0.0.6-s_2.11 ( 753455 | zip | jar ) / Date: 2015-12-29 / License: Apache-2.0 / Scala version: 2.11

Spark Scala/Java API compatibility: - 100% , - 68% , - 87% , - 43%

Version: 0.0.5-s_2.11 ( df5521 | zip | jar ) / Date: 2015-12-29 / License: Apache-2.0 / Scala version: 2.11

Spark Scala/Java API compatibility: - 87% , - 43% , - 100% , - 68%

Version: 0.0.4-s_2.11 ( f965c8 | zip | jar ) / Date: 2015-12-29 / License: Apache-2.0 / Scala version: 2.11

Spark Scala/Java API compatibility: - 100% , - 68% , - 87% , - 43%

Version: 0.0.3 ( f965c8 | zip | jar ) / Date: 2015-12-29 / License: Apache-2.0 / Scala version: 2.11

Spark Scala/Java API compatibility: - 54% , - 38% , - 100% , - 41%

Version: 0.0.2 ( f965c8 | zip ) / Date: 2015-12-28 / License: Apache-2.0