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version + dwl instructions
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dmetivie committed Jan 15, 2025
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2 changes: 1 addition & 1 deletion Project.toml
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name = "StochasticWeatherGenerators"
uuid = "3eadb0b9-5057-49d2-9b8f-52a8c334ebf6"
authors = ["David Métivier <[email protected]>"]
version = "1.2.0-DEV"
version = "1.2.1-DEV"

[deps]
CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
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15 changes: 15 additions & 0 deletions README.md
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A Julia package, to define, fit and use Stochastic Weather Generators (SWG).

The package is currently NOT in the Julia general registry (will be soon), but on a local registry, hence to download it just add:

```julia
using Pkg
pkg"registry add https://github.com/dmetivie/LocalRegistry"
```

and then `add` it as a normal package

```julia
Pkg.add("StochasticWeatherGenerators")
# or
pkg> add StochasticWeatherGenerators
```

Currently, the package offers:

- The daily multisite rain SWG proposed in the [*Interpretable Seasonal Hidden Markov Model for spatio-temporal stochastic rain generation in France*](https://hal.inrae.fr/hal-04621349) paper. This SWG relies on a "Seasonal Autoregressive Hidden Markov Models" (SHMM) with interpretable hidden states. Note that the seasonal models HMM, AR etc are currently implemented in a separate package [SmoothPeriodicStatsModels.jl](https://github.com/dmetivie/SmoothPeriodicStatsModels.jl).
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