timeseries

License	Apache-2.0
Categories	Data
GroupId	io.github.carldata
ArtifactId	timeseries_sjs1_2.12
Last Version	0.7.0
Release Date	Apr 2, 2020
Type	jar
Description	timeseries timeseries
Project URL	https://github.com/carldata/timeseries
Project Organization	io.github.carldata
Source Code Management	https://github.com/carldata/timeseries

Download timeseries_sjs1_2.12

Filename	Size
timeseries_sjs1_2.12-0.7.0.pom
timeseries_sjs1_2.12-0.7.0.jar	230 KB
timeseries_sjs1_2.12-0.7.0-sources.jar	19 KB
timeseries_sjs1_2.12-0.7.0-javadoc.jar	1 MB

How to add to project

Apache Maven

<!-- https://jarcasting.com/artifacts/io.github.carldata/timeseries_sjs1_2.12/ -->
<dependency>
    <groupId>io.github.carldata</groupId>
    <artifactId>timeseries_sjs1_2.12</artifactId>
    <version>0.7.0</version>
</dependency>

Gradle Groovy

// https://jarcasting.com/artifacts/io.github.carldata/timeseries_sjs1_2.12/
implementation 'io.github.carldata:timeseries_sjs1_2.12:0.7.0'

Gradle Kotlin

// https://jarcasting.com/artifacts/io.github.carldata/timeseries_sjs1_2.12/
implementation ("io.github.carldata:timeseries_sjs1_2.12:0.7.0")

Apache Buildr

'io.github.carldata:timeseries_sjs1_2.12:jar:0.7.0'

Apache Ivy

<dependency org="io.github.carldata" name="timeseries_sjs1_2.12" rev="0.7.0">
  <artifact name="timeseries_sjs1_2.12" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='io.github.carldata', module='timeseries_sjs1_2.12', version='0.7.0')
)

Scala SBT

libraryDependencies += "io.github.carldata" % "timeseries_sjs1_2.12" % "0.7.0"

Leiningen

[io.github.carldata/timeseries_sjs1_2.12 "0.7.0"]

Dependencies

compile (3)

Group / Artifact	Type	Version
org.scala-lang : scala-library	jar	2.12.11
org.scala-js : scalajs-library_2.12	jar	1.0.1
org.scala-js : scalajs-java-time_sjs1_2.12	jar	1.0.0

test (2)

Group / Artifact	Type	Version
org.scala-js : scalajs-test-bridge_2.12	jar	1.0.1
org.scalatest : scalatest_2.12	jar	3.2.0-M1

Project Modules

There are no modules declared in this project.

Welcome to the Time Series library

Library for processing Time Series.

Quick start

Add the following dependency to the build.sbt

libraryDependencies += "io.github.carldata" %% "timeseries" % "0.7.0"

Running benchmarks

sbt -mem 4000 run

Features

• Basic functionality
  • Slicing series
  • Map, fold and filter
  • Integration
  • Differentiation
  • groupBy
  • Rolling window
  • Resampling
  • join and merge
• Calculate statistics
  • min, max
  • mean, variance and standard deviation
  • covariance and correlation
  • normalization
• IO
  • Read data to/from CSV string
• Generators
  • Constant series
  • Random noise
  • Random Walk
  • periodic pattern
• Metrics
  • MSE and RMSE between 2 series
  • MAE between 2 series
  • MAPE between 2 series
  • MAD between 2 series
• ARIMA
  • Check is series is stationary
  • AR(p) - Autoregressive
  • I(d) - Integrate
  • MA(q) - Moving average
• Advanced functionality
  • Finding sessions (periods of activity)

Join in!

We are happy to receive bug reports, fixes, documentation enhancements, and other improvements.

Please report bugs via the github issue tracker.

Redistributing

timeseries source code is distributed under the Apache-2.0 license.

Contributions

Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in the work by you, as defined in the Apache-2.0 license, shall be licensed as above, without any additional terms or conditions.

Carl Data Solutions

Versions

Version
0.7.0 Apr 2, 2020