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Add OptimizationSolver with support for QUBO problems. #50

Merged
merged 189 commits into from
Sep 28, 2022
Merged

Add OptimizationSolver with support for QUBO problems. #50

merged 189 commits into from
Sep 28, 2022

Commits on Jan 26, 2022

  1. Mock of solver and process for SR. 

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  2. Add discrete constraints InPort to solver process. 

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Commits on Jun 2, 2022

  1. Adapt QP problem class to new interface and add LP problem class. 

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  2. Create builder for dynamical creation of OptimizationProblemProcess f… 

    …rom problem definition.

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  3. Update copyright year. 

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  4. Update solver to work with the OptimizationSolverProcess builder. 

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  5. Remove line that breaks linting. 

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Commits on Aug 29, 2022

  1. Repair QP tests broken with last release. 

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  2. Add dummy class for dynamically created process to start tests from g… 

    …reen.

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  3. Delete testing file to be replaced. 

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  4. Start solver tests with OptimizationSolver instantiation. 

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  5. Add test for creation of OptimizationSolverProcess. 

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  6. Improve OptimizationSolverProcess constructor. 

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  7. Create auxiliary function that creates Vars from tensor coefficients. 

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  8. Add feature for solver to run continuously when timeout is -1. 

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  9. Extract method in solver for creating solver process. 

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  10. Reformat file. 

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  11. Add test for macrostate reader process creation by solver model. 

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  12. Add missing attributes to solver. 

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  13. Add method to solver for solver process model creation. 

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  14. Implement SolverModelBuilder class and methods. 

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  15. Implement VariablesProcesses dataclass. 

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  16. Implement DiscreteVariablesProcess. 

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  17. Implement ReadGate process. 

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  18. Implement SolutionReadOut process. 

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  19. Add missing return in _vars_from_coefficients. 

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  20. Implement CostConvergenceChecker process. 

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  21. Implement ReadGatePyMoldel. 

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  22. Correct imports. 

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  23. Implement SolutionReadoutPyModel. 

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  24. Add missing import. 

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  25. Implement CostConvergenceCheckerModel. 

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  26. Implement CostIntegrator process. 

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  27. Implement CostIntegratorModel. 

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  28. Implement DiscreteVariablesModel. 

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  29. Implement StochasticIntegrateAndFire process. 

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  30. Implement StochasticIntegrateAndFireModel. 

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  31. Remove debugging print. 

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  32. Implement unit tests for StochasticIntegrateAndFire model. 

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  33. Add test for connections between macrostate reader processes. 

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  34. Add test to check cost checker is connected to variables population. 

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  35. Add test to check cost is represented by connection weights. 

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  36. Add test to check cost diagonal is represented as biases. 

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  37. Add test to check QUBO cost defines number of discrete variables in p… 

    …rocess.

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  38. Add test to check the solver terminates when running continuously. 

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  39. Delete debugging print. 

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  40. Add test to check the shape of output solution is correct. 

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  41. Add test for solving method in solver. 

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  42. Add test for solving a second and larger problem. 

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  43. Clean up, delete obsolete and temporary classes. 

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  44. Remove obsolete data-class 

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  45. Move dataclasses to independent file. 

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  46. Apply black to solve linting issues. 

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  47. Adhere to the dependency inversion principle adding APIs to dataclasses. 

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  48. Apply black. 

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  49. Solve remaining linting issues. 

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  50. Simplify code by delaying use of self. 

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  51. Improve variables naming. 

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Commits on Aug 30, 2022

  1. Improve solver to work with true cost function, solve works now. 

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  2. Solve parameter naming bug. 

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  3. Enable solution to map coloring. 

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  4. Add workloads test suite including new max-cut workload. 

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  5. Add set packing workload. 

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  6. Add set partitioning workload. 

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  7. Improve printing messages for solving. 

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Commits on Sep 26, 2022

  1. Merge branch 'lava-nc:main' into optimization_solver

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  2. Squash commit bringing changes from private development. 

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  3. Repair imports after refactoring. 

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  4. Repair StochasticIntegrateAndFire tests. 

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  5. Remove duplicated file 

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  6. Make OptimizationSolver tests pass after refactoring. 

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  7. Bring PS's tutorial from the private repo. 

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  8. Merge redundant files. 

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  9. Enable SolutionReadout tests. 

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  10. Make Loihi2 tests pass except for those requiring workload solution. 

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  11. Update pyproject.toml

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  12. qubo tutorial and unit test

    @phstratmann
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  13. Merge pull request #2 from phstratmann/optimization_solver 

    qubo tutorial and unit test
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Commits on Sep 27, 2022

  1. Update ci-build.yml

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  2. Remove redundant classes. 

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  3. Merge branch 'optimization_solver' of https://github.com/GaboFGuerra/… 

    …lava-optimization into optimization_solver
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  4. Add handshaking between LMT and Host to request pause of execution. 

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  5. Correct typo. 

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Commits on Sep 28, 2022

  1. Mock of solver and process for SR. 

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  2. Add discrete constraints InPort to solver process. 

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  3. Adapt QP problem class to new interface and add LP problem class. 

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  4. Create builder for dynamical creation of OptimizationProblemProcess f… 

    …rom problem definition.

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  5. Update copyright year. 

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  6. Update solver to work with the OptimizationSolverProcess builder. 

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  7. Remove line that breaks linting. 

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  8. Add dummy class for dynamically created process to start tests from g… 

    …reen.

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  9. Delete testing file to be replaced. 

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  10. Start solver tests with OptimizationSolver instantiation. 

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  11. Add test for creation of OptimizationSolverProcess. 

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  12. Improve OptimizationSolverProcess constructor. 

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  13. Create auxiliary function that creates Vars from tensor coefficients. 

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  14. Add feature for solver to run continuously when timeout is -1. 

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  15. Extract method in solver for creating solver process. 

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  16. Reformat file. 

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  17. Add test for macrostate reader process creation by solver model. 

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  18. Add missing attributes to solver. 

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  19. Add method to solver for solver process model creation. 

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  20. Implement SolverModelBuilder class and methods. 

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  21. Implement VariablesProcesses dataclass. 

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  22. Implement DiscreteVariablesProcess. 

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  23. Implement ReadGate process. 

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  24. Implement SolutionReadOut process. 

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  25. Add missing return in _vars_from_coefficients. 

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  26. Implement CostConvergenceChecker process. 

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  27. Implement ReadGatePyMoldel. 

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  28. Correct imports. 

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  29. Implement SolutionReadoutPyModel. 

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  30. Add missing import. 

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  31. Implement CostConvergenceCheckerModel. 

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  32. Implement CostIntegrator process. 

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  33. Implement CostIntegratorModel. 

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  34. Implement DiscreteVariablesModel. 

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  35. Implement StochasticIntegrateAndFire process. 

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  36. Implement StochasticIntegrateAndFireModel. 

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  37. Remove debugging print. 

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  38. Implement unit tests for StochasticIntegrateAndFire model. 

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  39. Add test for connections between macrostate reader processes. 

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  40. Add test to check cost checker is connected to variables population. 

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  41. Add test to check cost is represented by connection weights. 

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  42. Add test to check cost diagonal is represented as biases. 

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  43. Add test to check QUBO cost defines number of discrete variables in p… 

    …rocess.

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  44. Add test to check the solver terminates when running continuously. 

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  45. Delete debugging print. 

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  46. Add test to check the shape of output solution is correct. 

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  47. Add test for solving method in solver. 

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  48. Add test for solving a second and larger problem. 

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  49. Clean up, delete obsolete and temporary classes. 

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  50. Remove obsolete data-class 

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  51. Move dataclasses to independent file. 

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  52. Apply black to solve linting issues. 

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  53. Adhere to the dependency inversion principle adding APIs to dataclasses. 

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  54. Apply black. 

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  55. Solve remaining linting issues. 

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  56. Simplify code by delaying use of self. 

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  57. Improve variables naming. 

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  58. Improve solver to work with true cost function, solve works now. 

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  59. Solve parameter naming bug. 

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  60. Enable solution to map coloring. 

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  61. Add workloads test suite including new max-cut workload. 

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  62. Add set packing workload. 

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  63. Add set partitioning workload. 

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  64. Improve printing messages for solving. 

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  65. Squash commit bringing changes from private development. 

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  66. Repair imports after refactoring. 

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  67. Repair StochasticIntegrateAndFire tests. 

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  68. Remove duplicated file 

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  69. Make OptimizationSolver tests pass after refactoring. 

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  70. Bring PS's tutorial from the private repo. 

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  71. Merge redundant files. 

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  72. Enable SolutionReadout tests. 

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  73. Make Loihi2 tests pass except for those requiring workload solution. 

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  74. qubo tutorial and unit test

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  75. Remove redundant classes. 

    Signed-off-by: GaboFGuerra <gabriel.fonseca.guerra@intel.com>
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  76. Add handshaking between LMT and Host to request pause of execution. 

    Signed-off-by: GaboFGuerra <gabriel.fonseca.guerra@intel.com>
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  77. Correct typo. 

    Signed-off-by: GaboFGuerra <gabriel.fonseca.guerra@intel.com>
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  78. Merge branch 'version_0.2.0' into optimization_solver

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  79. Enable noise by default.

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  80. Repair import path.

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  81. Update test parameters.

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  82. Remove test requiring Loihi2 access.

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  83. Solve linting issues 

    Signed-off-by: GaboFGuerra <gabriel.fonseca.guerra@intel.com>
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  84. Update with upstream. 

    Signed-off-by: GaboFGuerra <gabriel.fonseca.guerra@intel.com>
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  85. Remove test requiring Loihi2 access. 

    Signed-off-by: GaboFGuerra <gabriel.fonseca.guerra@intel.com>
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  86. Solve remaining merge issue. 

    Signed-off-by: GaboFGuerra <gabriel.fonseca.guerra@intel.com>
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  87. Solve more lint issues. 

    Signed-off-by: GaboFGuerra <gabriel.fonseca.guerra@intel.com>
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  88. Solve linting issues. 

    Signed-off-by: GaboFGuerra <gabriel.fonseca.guerra@intel.com>
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  89. Rmove trailing space. 

    Signed-off-by: GaboFGuerra <gabriel.fonseca.guerra@intel.com>
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  90. Update import statement. 

    Signed-off-by: GaboFGuerra <gabriel.fonseca.guerra@intel.com>
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  91. Change backend for solution readout test. 

    Signed-off-by: GaboFGuerra <gabriel.fonseca.guerra@intel.com>
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  92. Make solver tests pass. 

    Signed-off-by: GaboFGuerra <gabriel.fonseca.guerra@intel.com>
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  93. Remove support for Loihi for this release. 

    Signed-off-by: GaboFGuerra <gabriel.fonseca.guerra@intel.com>
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  94. Update deps, add inits to tests 

    Signed-off-by: Marcus G K Williams <Marcus G K Williams 168222+mgkwill@users.noreply.github.com>
    Marcus G K Williams authored and Marcus G K Williams committed Sep 28, 2022
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  95. Fix tutorial by removing specific venv kernel 

    Signed-off-by: Marcus G K Williams <Marcus G K Williams 168222+mgkwill@users.noreply.github.com>
    Marcus G K Williams authored and Marcus G K Williams committed Sep 28, 2022
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  96. Fix tutorial test 

    Signed-off-by: Marcus G K Williams <Marcus G K Williams 168222+mgkwill@users.noreply.github.com>
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  97. Add class architecture to Readme. 

    Signed-off-by: GaboFGuerra <gabriel.fonseca.guerra@intel.com>
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  98. Merge branch 'optimization_solver' of https://github.com/lava-nc/lava… 

    …-optimization into optimization_solver
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  99. Update taxonomy diagram.

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  100. Update library architecture diagram.

    @GaboFGuerra
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  101. Order images.

    @GaboFGuerra
    GaboFGuerra committed Sep 28, 2022
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  102. Improve equation.

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  103. Solve broken lasso tutorial. 

    Signed-off-by: GaboFGuerra <gabriel.fonseca.guerra@intel.com>
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  104. Merge branch 'optimization_solver' of https://github.com/lava-nc/lava… 

    …-optimization into optimization_solver
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  105. Solve lint issue. 

    Signed-off-by: GaboFGuerra <gabriel.fonseca.guerra@intel.com>
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    GaboFGuerra committed Sep 28, 2022
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  106. Correct typos.

    @GaboFGuerra
    GaboFGuerra committed Sep 28, 2022
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