google/jaxopt

Issues

• jaxopt.ProximalGradient with jaxopt.objective.binary_logreg

  #617 opened 11 days ago by jungtaekkim
  1

• Disable warnings in vmap or print to stderr

  #589 opened 9 months ago by joeryjoery
  4

• pure_callback is broken with multiple vmap

  #613 opened 4 months ago by Joshuaalbert
  0

• Levenberg Marquardt with box constraints?

  #607 opened 4 months ago by N9-Tails
  2

• Does jaxopt.LBFGS required double precision?

  #608 opened 4 months ago by joacorapela
  4

• Library tracer leak

  #606 opened 5 months ago by NeilGirdhar
  0

• GaussNewton and LevenbergMarquardt on multidimensional arrays

  #605 opened 5 months ago by arunoruto
  0

• Jaxopt implementation of scipy's linprog

  #602 opened 6 months ago by ghimiremukesh
  0

• pytrees bounds for `jaxopt.ScipyBoundedMinimize`

  #601 opened 7 months ago by lgrcia
  1

• Annoying warning in 3.12

  #598 opened 8 months ago by NeilGirdhar
  0

• Projected gradient for multidimensional array

  #594 opened 8 months ago by rkruegs123
  0

• Tests crash/failures on `aarch64-linux` with latest jax(lib) (0.4.28)

  #593 opened 8 months ago by GaetanLepage
  0

• LinearSolveTest.test_solve_sparse fails with jax 0.4.26

  #592 opened 8 months ago by GaetanLepage
  1

• Constraint violation causes L-BGFS-B to fail

  #590 opened 9 months ago by gulls-on-parade
  1

• Error when taking gradient wrt parameters in BoxOSQP

  #588 opened 9 months ago by deasmhumhna
  0

• "invalid escape sequence" warning in `BoxOSQP` docstring

  #584 opened 10 months ago by nardi
  0

• JAXOPT Projected Gradient

  #582 opened a year ago by pulkitchhabra19
  0

• diag(JTJ) can be more efficient

  #580 opened a year ago by Joshuaalbert
  0

• `LevenbergMarquardt` implementation does not accept PyTree parameters

  #579 opened a year ago by Joshuaalbert
  0

• unit test failures on aarch64 linux with scipy 1.12

  #577 opened a year ago by a-n-n-a-l-e-e
  0

• Stopping condition 'madsen-nielsen' incorrect

  #575 opened a year ago by Joshuaalbert
  0

• `verbose=False` is not working as expected for `NonlinearCG`

  #571 opened a year ago by Joshuaalbert
  1

• Stochastic L-BFGS algorithm implementation

  #572 opened a year ago by Joshuaalbert
  0

• LevenbergMarquardt do not seems to work with non-flat input.

  #505 opened a year ago by bolducke
  2

• OSQP crashing on unexpected params

  #570 opened a year ago by Illviljan
  3

• Unnecessary recompilation of _while_loop_lax

  #563 opened a year ago by hrdl-github
  8

• Wrong failure diagnostic print outs from `ZoomLineSearch` under `vmap`

  #555 opened a year ago by tare
  3

• Consider switching to pyproject.toml

  #566 opened a year ago by NeilGirdhar
  0

• Add type annotations

  #564 opened a year ago by NeilGirdhar
  0

• Expression tree API like CVXPY

  #558 opened a year ago by carlosgmartin
  3

• Implicitly differentiate the KKT conditions

  #539 opened a year ago by amdee
  5

• Attempted boolean conversion of traced array - for hager-zhang

  #557 opened a year ago by SNMS95
  2

• Garbage collection issues

  #548 opened a year ago by SNMS95
  1

• ScipyMinimize(method="TNC") is broken

  #536 opened a year ago by terhorst
  2

• OSQP solvers with fun set and no init_params have misleading error message

  #545 opened a year ago by jewillco
  8

• Type precision issue in BoxOSQP

  #547 opened a year ago by jewillco
  10

• BoxOSQP does not work without equality constraints

  #546 opened a year ago by jewillco
  5

• OSQP should inherit from IterativeSolver

  #511 opened a year ago by mblondel
  1

• Parallel execution of multiple optimization processes

  #508 opened a year ago by lmriccardo
  3

• PolyakSGD should take an optional parameter f_star

  #537 opened a year ago by fabianp
  0

• Add usage examples for the documentations

  #499 opened a year ago by amir-saadat
  4

• Constrained Optimization and Spanning Tree Polytope

  #532 opened a year ago by cuent
  4

• Number of gradient evaluations not applicable to scipy's gradient-free optimizers

  #531 opened a year ago by dominikstrb
  0

• drop markdown for notebook examples?

  #488 opened a year ago by fabianp
  2

• Document solver attributes

  #496 opened a year ago by mblondel
  0

• Using `vmap` for root finding with a vector of parameters

  #491 opened a year ago by Justin-Tan
  8

• LBFGSB produces NaN for certain conditions

  #492 opened a year ago by jjyyxx
  1

• lineax linear operators

  #485 opened a year ago by quattro
  0

• Use linesearch API in GradientDescent and ArmijoSGD

  #483 opened a year ago by mblondel
  0

• support for scalar variables

  #480 opened a year ago by mblondel
  0