Ising Model: a New Perspective

Ising model, machine learning and AdS/CFT

Structure

• ising/

  C++ code for generating 2D Ising model lattice data and simulating critical behaviors.

  Build with Visual Studio 2017 or g++ 7.3.0.

  • core/

    Core classes and functions for 2D Ising model.

  • run/

    Program entry point of ising.

  • test/

    Unit tests based on Microsoft C++ Unit Test Framework.

• rbm/

  RBM (Restrict Boltzmann Machine) network.

• tensorflow/

  TensorFlow playground.

Dependencies

• vietjtnguyen/argagg
• Tencent/rapidjson
• TensorFlow

License

Copyright (C) 2018 by Xiangdong Zeng.

Licensed under the MIT License.