state_space 0.1.0 copy "state_space: ^0.1.0" to clipboard
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Gaussian process regression for irregular time series: smoothed trends with uncertainty bands, forecasts and learned hyperparameters, in linear time. Pure Dart.

Use this package as a library

Depend on it

Run this command:

With Dart:

 $ dart pub add state_space

With Flutter:

 $ flutter pub add state_space

This will add a line like this to your package's pubspec.yaml (and run an implicit dart pub get):

dependencies:
  state_space: ^0.1.0

Alternatively, your editor might support dart pub get or flutter pub get. Check the docs for your editor to learn more.

Import it

Now in your Dart code, you can use:

import 'package:state_space/state_space.dart';
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Gaussian process regression for irregular time series: smoothed trends with uncertainty bands, forecasts and learned hyperparameters, in linear time. Pure Dart.

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Topics

#machine-learning #gaussian-process #time-series #statistics #kalman-filter

License

MIT (license)

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