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Patch: fix L1 call with 2d arrays
…n and tests - Parallel Proximal Algorithm (PPXA) for minimizing the sum of proximable functions - ConsensusADMM for solving the global consensus problem with ADMM - add tests in test_solver.py - test_ConsensusADMM_with_ADMM - test_ConsensusADMM_with_ADMM_for_Lasso - test_ConsensusADMM_with_GPG - test_PPXA_with_ADMM - test_PPXA_with_GPG
CI: fix OSX Azure pipeline
primal.py - prox_ops --> proxfs - np --> numpy - fix description of niter - remove () in math superscripts - add some comments test_solver.py - change niter to fit each test with seeds 0 to 499 - change tau to random value - change the order of argments to assert_array_almost_equal (actual <--> desired)
feat: add PPXA and ConsensusADMM algorithms
doc: added deblending tutorial
test: increase test coverage
- swap x (inverted model) and y (second inverted model)
- fix initialization of y_1, ..., y_m to have a correct dimension
Doc: fixed equation in rMS
change behavior of DouglasRachfordSplitting
bugfix: wrong initialization of ConsensusADMM
Build: modernization of build process
minor: prepare for v0.12.0
Not up to standards ⛔
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