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3 changes: 3 additions & 0 deletions README.md
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<img src="imgs/readme_example_forecast.png" alt="ORC Logo"/>
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## jit, vmap, grad...

ORC models are built on top of [Equinox](https://docs.kidger.site/equinox/), and as a result we strongly recommend the use of Equinox transforms `eqx.filter_{jit, vmap, grad}` over `jax.{jit, vmap, grad}`. For more details, please check out the [JAX JIT Compatibility](https://Jan-Williams.github.io/OpenReservoirComputing/examples/jit_compatibility/) example notebook.

## Contribution guidelines
First off, thanks for helping out! We appreciate your willingness to contribute! To get started, clone the repo and install the developer dependencies of ORC.
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