cd96a249969eb66243bf45c4d5def8b5800a28f0,umap/aligned_umap.py,AlignedUMAP,fit,#AlignedUMAP#Any#Any#,277

Before Change

        window_size = fit_params.get("window_size", self.alignment_window_size)
        relations = expand_relations(self.dict_relations_, window_size)
        regularisation_weights = build_neighborhood_similarities(
            [mapper.graph_.indptr for mapper in self.mappers_],
            [mapper.graph_.indices for mapper in self.mappers_],
            relations,
        )
        first_init = spectral_layout(

After Change

        indptr_list = numba.typed.List.empty_list(numba.types.int32[::1])
        indices_list = numba.typed.List.empty_list(numba.types.int32[::1])
        heads = numba.typed.List.empty_list(numba.types.int32[::1])
        tails = numba.typed.List.empty_list(numba.types.int32[::1])
        epochs_per_samples = numba.typed.List.empty_list(numba.types.float64[::1])

        for mapper in self.mappers_:
            indptr_list.append(mapper.graph_.indptr)

Instances