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Julia libraries

Overview of libraries

The T4A group hosts various Julia libraries for performing such operations. The folowing list is given in the order of low-level to high-level libraries:

  • TensorCrossInterpolation.jl provides implementations of TCI.
  • QuanticsGrids.jl provides utilities for handling quantics representations, e.g., creating a quantics grid and transformation between the original coordinate system and the quantics representation.
  • QuanticsTCI.jl is a thin wrapper around TensorCrossInterpolation.jl and QuanticsGrids.jl, providing valuable functionalities for non-expert users' performing quantics TCI (QTCI).
  • TCIITensorConversion.jl provides conversions of tensor trains between TensorCrossInterpolation.jl and ITensors.jl.
  • Quantics.jl is an experimental library providing a high-level API for performing operations in QTT. This library is under development and its API may be subject to change.

Tutorials

Are you interested in learning how to use these libraries? If so, please visit our Julia tutorials page.