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LBFGS

Limited-memory BFGS (L-BFGS) is an optimization algorithm in the family of quasi-Newton methods that approximates the Broyden–Fletcher–Goldfarb–Shanno (BFGS) algorithm using a limited amount of computer memory. It is a popular algorithm for parameter estimation in machine learning. The algorithm's target problem is to minimize f(x) over unconstrained values of the real-vector x where f is a differentiable scalar function.

License

License
Categories

Categories

KeY Data Data Formats Formal Verification
GroupId

GroupId

com.github.thssmonkey
ArtifactId

ArtifactId

LBFGS
Last Version

Last Version

1.0.4
Release Date

Release Date
Type

Type

jar
Description

Description

LBFGS
Limited-memory BFGS (L-BFGS) is an optimization algorithm in the family of quasi-Newton methods that approximates the Broyden–Fletcher–Goldfarb–Shanno (BFGS) algorithm using a limited amount of computer memory. It is a popular algorithm for parameter estimation in machine learning. The algorithm's target problem is to minimize f(x) over unconstrained values of the real-vector x where f is a differentiable scalar function.
Project URL

Project URL

https://github.com/thssmonkey/LBFGS

Download LBFGS

Filename Size
LBFGS-1.0.4.pom
LBFGS-1.0.4.jar 77 KB
LBFGS-1.0.4-sources.jar 11 KB
LBFGS-1.0.4-javadoc.jar 458 KB
Browse

How to add to project

<!-- https://jarcasting.com/artifacts/com.github.thssmonkey/LBFGS/ -->
<dependency>
    <groupId>com.github.thssmonkey</groupId>
    <artifactId>LBFGS</artifactId>
    <version>1.0.4</version>
</dependency>
// https://jarcasting.com/artifacts/com.github.thssmonkey/LBFGS/
implementation 'com.github.thssmonkey:LBFGS:1.0.4'
// https://jarcasting.com/artifacts/com.github.thssmonkey/LBFGS/
implementation ("com.github.thssmonkey:LBFGS:1.0.4")
'com.github.thssmonkey:LBFGS:jar:1.0.4'
<dependency org="com.github.thssmonkey" name="LBFGS" rev="1.0.4">
  <artifact name="LBFGS" type="jar" />
</dependency>
@Grapes(
@Grab(group='com.github.thssmonkey', module='LBFGS', version='1.0.4')
)
libraryDependencies += "com.github.thssmonkey" % "LBFGS" % "1.0.4"
[com.github.thssmonkey/LBFGS "1.0.4"]

Dependencies

compile (4)

Group / Artifact Type Version
org.apache.flink : flink-scala_2.11 jar 1.7.1
org.apache.flink : flink-streaming-scala_2.11 jar 1.7.1
org.apache.flink : flink-clients_2.11 jar 1.7.1
org.apache.flink : flink-ml_2.11 jar 1.7.1

test (2)

Group / Artifact Type Version
org.scalatest : scalatest_2.11 jar 3.0.0
org.apache.flink : flink-test-utils_2.11 jar 1.7.1

Project Modules

There are no modules declared in this project.

Versions

Version
1.0.4
1.0.3
1.0.2
1.0.1