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Contents:

  • Installation
  • Tutorials
    • First Steps with TensorKrowch
    • Creating a Tensor Network in TensorKrowch
    • Contracting and Differentiating the Tensor Network
    • How to save Memory and Time with TensorKrowch (ADVANCED)
    • The different Types of Nodes (ADVANCED)
    • How to subclass TensorNetwork to build Custom Models
    • Creating a Hybrid Neural-Tensor Network Model
  • Examples
    • Training MPS in different ways
    • Hybrid Tensorial Neural Network model
    • Tensorizing Neural Networks
    • DMRG-like training of MPS
    • Hybrid DMRG-like training of MPS
  • API Reference
    • Components
    • Operations
    • Models
    • Initializers
    • Embeddings
    • Decompositions
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  • .rst

Tutorials

Tutorials#

  • First Steps with TensorKrowch
  • Creating a Tensor Network in TensorKrowch
  • Contracting and Differentiating the Tensor Network
  • How to save Memory and Time with TensorKrowch (ADVANCED)
  • The different Types of Nodes (ADVANCED)
  • How to subclass TensorNetwork to build Custom Models
  • Creating a Hybrid Neural-Tensor Network Model

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Installation

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First Steps with TensorKrowch

By José Ramón Pareja Monturiol
© Copyright 2023, José Ramón Pareja Monturiol.