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@BalzaniEdoardo BalzaniEdoardo released this 14 Aug 11:10
· 501 commits to main since this release
f62fcf8

NeMoS New Release

In this new release:

  • Simplified API for GLM: You can now set regularization using a string. All regularization and solver hyperparameters can be passed during GLM initialization.
    import nemos as nmo
    model = nmo.glm.GLM(regularizer="Ridge", regularizer_strength=0.1)
  • New TransformerBasis API: All Basis attributes are now available in TransformerBasis, facilitating inspection and cross-validation. See the updated tutorial in the API guide.
    import nemos as nmo
    transformer_basis = nmo.basis.RaisedCosineBasisLinear(10).to_transformer()
    print(transformer_basis.n_basis_funcs)  # prints 10
  • Bounds for Basis: Added support for specifying bounds for the range of values covered by a basis function.

What's Changed

New Contributors

Full Changelog: 0.1.5...0.1.6