message-passing-decoders

code for simulating message-passing decoders for the 2D toric code and 1D repetition code, as used in the following papers:

1d_local_simulation.jl, 2d_local_simulation.jl: offline decoding: simulates confining interactions between anyons in space
1d_windowed_simulation.jl, 2d_windowed_simulation.jl: real-time decoding: simulates confining interactions between defects in spacetime
1d_power_simulation.jl: decoding using instantly-generated power-law interactions
simulation_plotter.py: plots data output (as .jld2 files, stored in sim_data/) from simulation codes
2d_history_visualizer.py: creates animations of spin+field histories for 2D simulations
pair_distance_statistics.jl: computes statistics of anyon pair separations for iid noise
figure_commands.md: commands used to reproduce figures

usage notes

Julia files are designed to be run in the REPL; changes to parameter values should be made by making direct edits to the relevant lines.

Name		Name	Last commit message	Last commit date
Latest commit History 7 Commits
sim_data		sim_data
visuals		visuals
.gitattributes		.gitattributes
1d_instant_simulation.jl		1d_instant_simulation.jl
1d_local_simulation.jl		1d_local_simulation.jl
1d_marching_soldiers.py		1d_marching_soldiers.py
1d_windowed_history_visualizer.py		1d_windowed_history_visualizer.py
1d_windowed_simulation.jl		1d_windowed_simulation.jl
2d_history_visualizer.py		2d_history_visualizer.py
2d_local_simulation.jl		2d_local_simulation.jl
2d_marching_soldiers.py		2d_marching_soldiers.py
2d_windowed_history_visualizer.py		2d_windowed_history_visualizer.py
2d_windowed_simulation.jl		2d_windowed_simulation.jl
README.md		README.md
common_functions.jl		common_functions.jl
figure_commands.md		figure_commands.md
pair_distance_statistics.jl		pair_distance_statistics.jl
scaling_plotter.py		scaling_plotter.py
simulation_plotter.py		simulation_plotter.py