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##Sudoku solver

Just playing around with a few different ideas to complete Sudoku puzzles. Methods include

  • Search: prune the search space based on givens and then search the remaining space until we find a valid solution. We'll try a few different search techniques: depth first search, guess and check.
  • Constraint satisfaction: apply a few different constraint programming algorithms including simulated annealing.
  • Bayesian inference via belief propagation: solve for the maximum a posteriori solution conditioned on the given squares. (loopy) Belief propagation allows us efficiently compute the solution without tracking the full discrete distribution over puzzle states.

###Organization

python : contains all code
data : contains puzzles

###Puzzles

Puzzles are provided by Project Euler

###Authors

Jeff Walls [email protected]

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