com.github.jrachiele:java-timeseries

Time Series Analysis in Java

License

License

GroupId

GroupId

com.github.jrachiele
ArtifactId

ArtifactId

math
Last Version

Last Version

0.3
Release Date

Release Date

Type

Type

jar
Description

Description

com.github.jrachiele:java-timeseries
Time Series Analysis in Java
Project URL

Project URL

https://github.com/jrachiele/java-timeseries
Source Code Management

Source Code Management

https://github.com/jrachiele/java-timeseries

Download math

How to add to project

<!-- https://jarcasting.com/artifacts/com.github.jrachiele/math/ -->
<dependency>
    <groupId>com.github.jrachiele</groupId>
    <artifactId>math</artifactId>
    <version>0.3</version>
</dependency>
// https://jarcasting.com/artifacts/com.github.jrachiele/math/
implementation 'com.github.jrachiele:math:0.3'
// https://jarcasting.com/artifacts/com.github.jrachiele/math/
implementation ("com.github.jrachiele:math:0.3")
'com.github.jrachiele:math:jar:0.3'
<dependency org="com.github.jrachiele" name="math" rev="0.3">
  <artifact name="math" type="jar" />
</dependency>
@Grapes(
@Grab(group='com.github.jrachiele', module='math', version='0.3')
)
libraryDependencies += "com.github.jrachiele" % "math" % "0.3"
[com.github.jrachiele/math "0.3"]

Dependencies

runtime (5)

Group / Artifact Type Version
com.google.guava : guava jar 21.0
org.knowm.xchart : xchart jar 3.2.2
org.ejml : all jar 0.30
org.slf4j : slf4j-api jar 1.7.25
com.github.haifengl : smile-core jar 1.3.0

test (3)

Group / Artifact Type Version
junit : junit jar 4.12
com.google.guava : guava-testlib jar 21.0
org.hamcrest : hamcrest-library jar 1.3

Project Modules

There are no modules declared in this project.

Java Time Series

Time series analysis in Java.

Announcements

Pre-release version 0.4 is now available.

The project groupId has changed to com.github.signaflo. See the using section below for updated coordinates.

Features

  • Seasonal ARIMA models.
  • ARIMA forecasting and simulation.
  • Random walk simulation and modeling.
  • Time series statistics, moving averages, and aggregation.
  • Simple, intuitive, and powerful time modeling.
  • Autocorrelation function and ACF plot.

Using

Please note that this library is still in early development stages. Major API changes are expected in the near future.

Maven

<dependency>
    <groupId>com.github.signaflo</groupId>
    <artifactId>timeseries</artifactId>
    <version>0.4</version>
</dependency>

Gradle

compile 'com.github.signaflo:timeseries:0.4'

Javadoc

timeseries module

math module (interproject dependency of timeseries module)

Credits

Library Category License
XChart Graphing Apache 2.0
Smile Distributions Apache 2.0

Versions

Version
0.3