https://github.com/signaflo/java-timeseries
Time series analysis in Java
https://github.com/signaflo/java-timeseries
forecasting forecasts java time-series timeseries
Last synced: 4 months ago
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Time series analysis in Java
- Host: GitHub
- URL: https://github.com/signaflo/java-timeseries
- Owner: signaflo
- License: mit
- Created: 2016-06-11T05:09:32.000Z (over 9 years ago)
- Default Branch: master
- Last Pushed: 2022-11-29T06:04:14.000Z (about 3 years ago)
- Last Synced: 2023-11-07T15:23:54.694Z (about 2 years ago)
- Topics: forecasting, forecasts, java, time-series, timeseries
- Language: Java
- Homepage:
- Size: 4.4 MB
- Stars: 182
- Watchers: 16
- Forks: 48
- Open Issues: 39
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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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
```XML
com.github.signaflo
timeseries
0.4
```
#### Gradle
```groovy
compile 'com.github.signaflo:timeseries:0.4'
```
#### Javadoc
[timeseries module](https://javadoc.io/doc/com.github.signaflo/timeseries/0.4)
[math module](https://javadoc.io/doc/com.github.signaflo/math/0.4) (interproject dependency of timeseries module)
Credits
------
| Library | Category | License |
| ------- | -------- | ------- |
| [XChart](https://github.com/timmolter/XChart) | Graphing | [Apache 2.0](http://www.apache.org/licenses/LICENSE-2.0) |
| [Smile](https://github.com/haifengl/smile) | Distributions | [Apache 2.0](http://www.apache.org/licenses/LICENSE-2.0) |