from vector_quantize_pytorch.vector_quantize_pytorch import VectorQuantize
from vector_quantize_pytorch.residual_vq import ResidualVQ, GroupedResidualVQ
from vector_quantize_pytorch.random_projection_quantizer import RandomProjectionQuantizer
from vector_quantize_pytorch.finite_scalar_quantization import FSQ
from vector_quantize_pytorch.finite_scalar_perturbation import FSP
from vector_quantize_pytorch.lookup_free_quantization import LFQ
from vector_quantize_pytorch.evo_lookup_free_quantization import EvoLFQ
from vector_quantize_pytorch.residual_lfq import ResidualLFQ, GroupedResidualLFQ
from vector_quantize_pytorch.residual_fsq import ResidualFSQ, GroupedResidualFSQ
from vector_quantize_pytorch.latent_quantization import LatentQuantize

from vector_quantize_pytorch.sim_vq import SimVQ
from vector_quantize_pytorch.residual_sim_vq import ResidualSimVQ

from vector_quantize_pytorch.binary_mapper import BinaryMapper
from vector_quantize_pytorch.hierarchical_vq import HierarchicalVQ

from vector_quantize_pytorch.utils import Sequential