signaflo/java-timeseries

Time series analysis in Java

Download

Step 1. Add the JitPack repository to your build file

Add it in your root settings.gradle at the end of repositories:

	dependencyResolutionManagement {
		repositoriesMode.set(RepositoriesMode.FAIL_ON_PROJECT_REPOS)
		repositories {
			mavenCentral()
			maven { url 'https://jitpack.io' }
		}
	}

Add it in your settings.gradle.kts at the end of repositories:

	dependencyResolutionManagement {
		repositoriesMode.set(RepositoriesMode.FAIL_ON_PROJECT_REPOS)
		repositories {
			mavenCentral()
			maven { url = uri("https://jitpack.io") }
		}
	}

Add to pom.xml

	<repositories>
		<repository>
		    <id>jitpack.io</id>
		    <url>https://jitpack.io</url>
		</repository>
	</repositories>

Add it in your build.sbt at the end of resolvers:

 
    resolvers += "jitpack" at "https://jitpack.io"

Add it in your project.clj at the end of repositories:

 
    :repositories [["jitpack" "https://jitpack.io"]]

Step 2. Add the dependency

	dependencies {
		implementation 'com.github.jrachiele:java-timeseries:v0.4'
	}
	dependencies {
		implementation("com.github.jrachiele:java-timeseries:v0.4")
	}
	<dependency>
	    <groupId>com.github.jrachiele</groupId>
	    <artifactId>java-timeseries</artifactId>
	    <version>v0.4</version>
	</dependency>

                            
    libraryDependencies += "com.github.jrachiele" % "java-timeseries" % "v0.4"
        
        

                            
    :dependencies [[com.github.jrachiele/java-timeseries "v0.4"]]

Readme

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 |