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TimeseriesPrediction.jl

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Prediction of timeseries using methods of nonlinear dynamics and timeseries analysis

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![TimeseriesPredition.jl logo](https://github.com/JuliaDynamics/JuliaDynamics/blob/master/videos/tspred/tspred_logo.png?raw=true)

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|:--------:|:-------------------:|:-----:|:-----:|
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Repository for predicting timeseries using methods from nonlinear dynamics and
timeseries analysis. It uses [`DelayEmbeddings`](https://github.com/JuliaDynamics/DelayEmbeddings.jl).

## Kuramoto-Sivashinsky example

![Kuramoto-Sivashinsky Prediction](https://i.imgur.com/yDw9UcL.gif)

This example performs a temporal prediction of the Kuramoto-Sivashinsky
model. It is a one-dimensional system with the spatial dimension
shown on the x-axis and its temporal evolution along the y-axis.
The algorithm makes iterative predictions into the future that stay
similar to the true evolution for a while but eventually diverge.

TimeseriesPrediction.jl

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