Popularity
2.4
Growing
Activity
0.9
Declining
35
11
6

Programming language: Scala
License: Apache License 2.0
Tags: Tools     Data     Data Structures    

Time Series library alternatives and similar packages

Based on the "Tools" category.
Alternatively, view Time Series library alternatives based on common mentions on social networks and blogs.

Do you think we are missing an alternative of Time Series library or a related project?

Add another 'Tools' Package

README

Welcome to the Time Series library

Build status Maven Central

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


*Note that all licence references and agreements mentioned in the Time Series library README section above are relevant to that project's source code only.