Welcome to ttml’s documentation!

Basic usage

• Installation

API Reference

User documentation

• Tensor Trains
  • Basics
  • Orthogonalization
  • Tensor train arithmetic
  • Truncation
  • Accessing entries
  • Tangent vectors
  • Alternative backends
  • User Documentation
• TTML
• TT Cross
• Tensor Train Optimization Tutorial
  • Tensor completion
  • Parameters for TensorTrainLineSearch
  • Stochastic gradient descent
  • Extending with new loss functions
  • Verifying gradients are correct
• Tensor Train Optimization
  • ttml.tt_rlinesearch
  • ttml.tt_opt
  • ttml.tt_radam
• Utils

Indices and tables

• Index

• Module Index

• Search Page