TT-sketch

This is the documentation page of TT-sketch.

You can find the source code and additional information at https://github.com/RikVoorhaar/tt-sketch.

Basic usage

• Basic usage
  • Installation
  • Tensor train decompositions
  • Tensor formats
  • HMT sketch
  • Streaming sketch

User documentation

• tt_sketch.tensor
  • CPTensor
  • DenseTensor
  • SparseTensor
  • Tensor
  • TensorSum
  • TensorTrain
  • TuckerTensor
• tt_sketch.drm
  • DenseGaussianDRM
  • SparseGaussianDRM
  • SparseSignDRM
  • TensorTrainDRM
  • hash_int_c()
  • inds_to_normal()
  • inds_to_sparse_sign()
• tt_sketch.sketching_methods
  • sketch_omega_cp()
  • sketch_psi_cp()
  • sketch_omega_dense()
  • sketch_psi_dense()
  • sketch_omega_sparse()
  • sketch_psi_sparse()
  • sketch_omega_tt()
  • sketch_psi_tt()
• tt_sketch.sketch
  • SketchedTensorTrain
  • assemble_sketched_tt()
  • blocked_stream_sketch()
  • get_drm_capabilities()
  • hmt_sketch()
  • orthogonal_sketch()
  • stream_sketch()
• tt_sketch.sketch_container
  • SketchContainer
• tt_sketch.sketch_dispatch
  • OrthogTTDRM
  • SketchMethod
  • general_sketch()
  • orth_step()
• tt_sketch.tt_gmres
  • MPO
  • TTLinearMap
  • TTLinearMapSum
  • TTPrecond
  • round_tt_sum()
  • tt_sum_gmres()
• tt_sketch.tt_svd
  • tt_svd()
• tt_sketch.utils
  • MultithreadedRNG
  • dematricize()
  • hilbert_tensor()
  • left_mul_pinv()
  • matricize()
  • power_decay_tensor()
  • process_tt_rank()
  • projector()
  • random_normal()
  • right_mul_pinv()
  • sqrt_tensor()
  • trim_ranks()

Indices and tables

• Index

• Module Index

• Search Page