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docs: minor change
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mthiboust committed Nov 29, 2023
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Expand Up @@ -15,7 +15,7 @@ There are already a few open-source libraries for Self-Organizing Maps in python
* Ability to easily customize the SOM algorithm (e.g. distance, neighborhood, learning rate and update functions).
* Capacity to vectorize the computations over many SOMs (e.g. for distributed learning over 2D maps of SOMs).

Thanks to [JAX](https://github.com/google/jax)'s `jit` and `vmap` magic functions, it turned out that performance was also significantly better compared to other frameworks. Under the hood, it relies indirectly on JAX via the [Equinox](https://github.com/patrick-kidger/equinox) library that offers an easy-to-use PyTorch-like syntax.
Thanks to [JAX](https://github.com/google/jax)'s `jit` and `vmap` functions, it turned out that performance was also significantly better compared to other frameworks. Under the hood, it relies indirectly on JAX via the [Equinox](https://github.com/patrick-kidger/equinox) library that offers an easy-to-use PyTorch-like syntax.

# Installation

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