v0.5.3

MIPVerify v0.5.3

Diff since v0.5.2

Merged pull requests:

• Provide zero.jl 100% Test Coverage (#155) (@anpere)
• Explain why CompatHelper PRs don't automatically run tests. (#156) (@vtjeng)
• document behavior of find_adversarial_example in producing 'ties' (#159) (@vtjeng)
• Update example Jupyter notebooks. (#161) (@vtjeng)
• Manual update to Documenter version. (#162) (@vtjeng)
• Cut 0.5.3 (#163) (@vtjeng)

Closed issues:

• Performance on CNN (#20)
• System Error using "find_adversarial_example" (#22)
• Problem with very sparse network (#32)
• Code coverage for src/net_components/layers/zero.jl (#76)
• Why was the adversarial example obtained by MIPVerify not considered a genuine counterexample when incorporated into the actual reasoning process? (#158)

v0.5.2

MIPVerify v0.5.2

Diff since v0.5.1

Merged pull requests:

• Trim Project.toml (#144) (@vtjeng)
• CompatHelper: bump compat for IntervalArithmetic to 0.22, (keep existing compat) (#146) (@github-actions[bot])
• Change direct access of .lo and .hi fields to function calls to inf and sup. (#147) (@vtjeng)
• Update README.md (#148) (@vtjeng)
• Apply prettier tool to entire repo. (#149) (@vtjeng)
• Update instructions for contributing. (#150) (@vtjeng)
• Add formatting check for .md and .yaml files. (#151) (@vtjeng)
• Bugfix: Guarantee that find_adversarial_example output is in target category. (#152) (@vtjeng)
• Update annotation for shell-session codeblock (#153) (@vtjeng)
• Cut 0.5.2. (#154) (@vtjeng)

Closed issues:

• Unclear Intermediate Layer Implementation in find_adversarial_example (#145)

v0.5.1

MIPVerify v0.5.1

Diff since v0.5.0

Closed issues:

• Reduce test output (#129)

Merged pull requests:

• Add pkgeval badge (#135) (@vtjeng)
• CompatHelper: add new compat entry for DelimitedFiles at version 1, (keep existing compat) (#136) (@github-actions[bot])
• Update IntervalArithmetic syntax (#138) (@vtjeng)
• Bump minimum Julia version to 1.6. (#139) (@vtjeng)
• Allow PRs that reduce patch coverage. (#140) (@vtjeng)
• Cut v0.5.1. (#141) (@vtjeng)
• Update version for GitHub actions. (#142) (@vtjeng)

v0.5.0

MIPVerify v0.5.0

Change Summary:

• Silence output from solvers (#133)
• Switch to HiGHS solver for testing (#133)
• Bump minimum required Julia version to 1.6 (#131)
• Drop x86 support (#131)
• Only display progress bars when Julia is in an interactive session (#134)

Diff since v0.4.1

Closed issues:

• How does maxpooling layer process Gurobi variable? (#46)
• Setting a time limit for solves via main_solve_options (#127)
• Incorrect Infeasibility Status for user extension to MIPVerify code (#128)

Merged pull requests:

• Ignore Manifest.toml per best practice for packages. (#130) (@vtjeng)
• Silence output from solvers for tightening and during testing (#131) (@vtjeng)
• Cut v0.5.0 (#132) (@vtjeng)
• Switch testing to use HiGHS.jl (#133) (@vtjeng)
• Only display progress bars when Julia is in an interactive session (#134) (@vtjeng)

v0.4.1

MIPVerify v0.4.1

Diff since v0.4.0

Merged pull requests:

• Fix syntax error for GitHub workflow concurrency setting. (#125) (@vtjeng)
• Cut v0.4.1 (#126) (@vtjeng)

v0.4.0

MIPVerify v0.4.0

Diff since v0.3.2

Merged pull requests:

• Re-enable documentation hosting. (#116) (@vtjeng)
• Sync CompatHelper action with JuliaRegistries/CompatHelper.jl (#117) (@vtjeng)
• Update dev docs link. (#118) (@vtjeng)
• CompatHelper: bump compat for DocStringExtensions to 0.9, (keep existing compat) (#119) (@github-actions[bot])
• Bump acceptable versions of Cbc for testing. (#120) (@vtjeng)
• Merge CI workflows. (#121) (@vtjeng)
• Cut v0.4.0 (#122) (@vtjeng)
• Cancel previous workflow runs when pushing new commits to a PR. (#123) (@vtjeng)

v0.3.2

MIPVerify v0.3.2

Diff since v0.3.1

The major change in this release was fixing use of a deprecated DataFrame function that was not caught due to an error in the way we specified project dependencies (#112). Other changes were to the README, supported dependencies, as well as CI specifications.

Closed issues:

• Address flaky OOM errors on Julia 1 - ubuntu-latest -x86 (#97)
• ERROR: Some tests did not pass: (#110)

Merged pull requests:

• README: filter to jobs on Master only. (#93) (@vtjeng)
• README: link to companion repo. (#94) (@vtjeng)
• CompatHelper: bump compat for "IntervalArithmetic" to "0.18" (#95) (@github-actions[bot])
• CompatHelper: bump compat for "DataFrames" to "1.0" (#96) (@github-actions[bot])
• Address flakiness in x86 tests. (#98) (@vtjeng)
• CompatHelper: bump compat for "MathOptInterface" to "0.10" (#100) (@github-actions[bot])
• CompatHelper: bump compat for "IntervalArithmetic" to "0.19" (#101) (@vtjeng)
• CompatHelper: bump compat for "CSV" to "0.9" (#102) (@github-actions[bot])
• CompatHelper: bump compat for "IntervalArithmetic" to "0.20" (#103) (@github-actions[bot])
• CompatHelper: bump compat for "JuMP" to "0.22" (#104) (@github-actions[bot])
• CompatHelper: bump compat for "CSV" to "0.10" (#106) (@github-actions[bot])
• CompatHelper: bump compat for "MathOptInterface" to "1.0" (#107) (@github-actions[bot])
• CompatHelper: bump compat for "JuMP" to "0.23" (#108) (@github-actions[bot])
• CompatHelper: bump compat for "JuMP" to "1.0" (#109) (@github-actions[bot])
• Remove Project.toml in test directory (#112) (@vtjeng)
• Make clear in Project.toml that Julia uses most recent 1.x version. (#114) (@vtjeng)
• Cut v0.3.2 (#115) (@vtjeng)

v0.3.1

MIPVerify v0.3.1

Diff since v0.3.0

Closed issues:

• OSX install issues w/ Gurobi (#38)
• Wrong download URL on Windows (#90)

Merged pull requests:

• Travis -> GithubActions for CI + x86, Windows, Mac support (#91) (@vtjeng)
• Cut v0.3.1 release. (#92) (@vtjeng)

v0.3.0

MIPVerify v0.3.0

Diff since v0.2.3

Summary

Deprecations:

• batch_build_model (#60)
• 'tolerance' field in find_adversarial_example, initialize_batch_solve, batch_find_untargeted_attack, batch_find_targeted_attack (#65)
• model caching (#64)

Renames:

• flatten -> permute_and_flatten (#63)
• setloglevel -> set_log_level (#68)

Bugfix:

• Fix early stopping on the value of the overall objective if the objective has a constant term. (#58)

---

Closed issues:

• Accessing MILP problem instance (#42)
• Does building a model for each input improve performance? (#79)

Merged pull requests:

• Ensure that early stopping on objective values works correctly. (#58) (@vtjeng)
• Update Julia Formatter version. (#59) (@vtjeng)
• Remove unused batch_build_model function. (#60) (@vtjeng)
• Update Badges (#62) (@vtjeng)
• Rename flatten -> permute_and_flatten to avoid name collision. (#63) (@vtjeng)
• Deprecate caching of models. (#64) (@vtjeng)
• Deprecate tolerance functionality. (#65) (@vtjeng)
• Remove unused AutoHashEquals dependency. (#66) (@vtjeng)
• Upgrade JuMP version to >= 0.21.4 (#67) (@vtjeng)
• Rename setloglevel -> set_log_level (#68) (@vtjeng)
• Simplify convolution operation. (#70) (@vtjeng)
• Use built-in matrix multiplication. (#71) (@vtjeng)
• Update jupyter notebook examples. (#73) (@vtjeng)
• Remove unused test/REQUIRE file. (#74) (@vtjeng)
• Simplify running subsets of tests with the same configuration as in CI. (#75) (@vtjeng)
• Add first version of CONTRIBUTING.md. (#77) (@vtjeng)
• Update CONTRIBUTING.md (#78) (@vtjeng)
• Update license file location. (#80) (@vtjeng)
• CompatHelper: bump compat for "CSV" to "0.8" (#81) (@github-actions[bot])
• CompatHelper: bump compat for "DataFrames" to "0.22" (#82) (@github-actions[bot])
• CompatHelper: bump compat for "MAT" to "0.9" (#83) (@github-actions[bot])
• CompatHelper: bump compat for "MAT" to "0.10" (#84) (@github-actions[bot])
• Cut v0.3.0 release. (#86) (@vtjeng)
• Add Jupyter notebook contents for Example 1 (#87) (@vtjeng)

v0.2.3

MIPVerify v0.2.3

Diff since v0.2.2

Merged pull requests:

• CompatHelper: bump compat for "CSV" to "0.7" (#55) (@github-actions[bot])
• fix tight_bound and maximum_ge (#56) (@vtjeng)
• 0.2.3 release. (#57) (@vtjeng)