Package

purescript-timeseries

Repository: carldata/purescript-timeseries
License: Apache-2.0
Uploaded by: klangner
Published on: 2017-06-27

Library for Time Series analysis. Online demo application is available at: https://timeserieslab.github.io/

Installation

bower install purescript-timeseries

Features

Basic functionality
- Slicing series
- Filtering series
- Join 2 series
- Mapping over series
- Integration
- Differentiation
- Rolling window
- GroupBy
Input/Output
- Reading data from CSV string
Filtering
- Fill missing values (Reindex)
- Remove outliers
Advanced functionality
- Finding sessions (periods of activity)
- FFT
Models
- Exponential smoothing

Documentation

Module documentation is published on Pursuit.

Build

bower update
pulp test

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

Please report bugs via the github issue tracker.

purescript-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.

Modules: Data.TimeSeries; Data.TimeSeries.Analyze; Data.TimeSeries.Anomaly; Data.TimeSeries.IO; Data.TimeSeries.Model.Exponential; Data.TimeSeries.Session; Data.TimeSeries.Time

Dependencies: purescript-learn ^0.3.0; purescript-arrays ^4.0.1; purescript-maybe ^3.0.0; purescript-stats ^0.2.0; purescript-foldable-traversable ^3.0.0; purescript-prelude ^3.0.0; purescript-integers ^3.0.0; purescript-math ^2.0.0; purescript-enums ^3.0.0; purescript-tuples ^4.0.0; purescript-linear-algebra ^0.3.0; purescript-lists ^4.0.1; purescript-datetime ^3.0.0