DiffOpt.jl
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Differentiating convex optimization programs w.r.t. program parameters
- [ ] SOCPs (see #107) - [ ] Conic problems that can bridged to QP, and then use QuadraticProgram (see #202) - [ ] Re-add test checks for PSD...
Following a discussion on https://github.com/jump-dev/DiffOpt.jl/pull/91 it might be interesting to add the attributes for dual variables
Although not now, some day down the road it might be good to benchmark our code (in terms of speed / supported problem types) against other existing solutions. Some possible...
Thanks to https://github.com/jump-dev/MathOptInterface.jl/pull/2194
Another error from https://github.com/jump-dev/ParametricOptInterface.jl/pull/143 the code ```julia function fallback_error() num_A = 2 ##### SecondOrderCone ##### x_hat = rand(num_A) μ = rand(num_A) * 10 Σ_12 = rand(num_A, num_A) Σ = Σ_12...
Closes #195 Let's see if the dual bugs in HiGHS are now fixed.
https://github.com/jump-dev/DiffOpt.jl/blob/8dfa684c49ad51a0e6801c4b7f1ea3d167c84812/src/objective_container.jl#L27-L33