openopt/chop

Issues

• Documentation: math needs to be fixed

  #77 opened 3 years ago by GeoffNN
  0

• Stochastic optimizers should output a warning if used with @closure

  #75 opened 3 years ago by TrustyPatches
  0

• Implement Wasserstein constraints (through LMO / Prox operator)

  #43 opened 4 years ago by GeoffNN
  0

• Constraints should take dim argument

  #65 opened 4 years ago by GeoffNN
  0

• Rank 1 tensor decomposition

  #63 opened 4 years ago by GeoffNN
  3

• Add link to github on chop documentation website

  #62 opened 4 years ago by GeoffNN
  0

• Stochastic version of Prox/FW splitting for separable variables

  #56 opened 4 years ago by GeoffNN
  4

• Make examples shorter to run

  #61 opened 4 years ago by GeoffNN
  0

• Add L-BFGS-B

  #59 opened 4 years ago by GeoffNN
  0

• Increase docstring coverage for Optimizers

  #58 opened 4 years ago by GeoffNN
  1

• Use a github action to build Sphinx docs

  #55 opened 4 years ago by GeoffNN
  0

• Implement feasibility check methods for each constraint

  #53 opened 4 years ago by GeoffNN
  1

• Implement Prox for Group Lasso Constraint

  #39 opened 4 years ago by GeoffNN
  1

• Add examples

  #23 opened 4 years ago by GeoffNN
  0

• Make constraints layer wise for stochastic algorithms for model training

  #14 opened 4 years ago by GeoffNN
  0

• Find elegant way to use same lmo / prox functions for stochastic and full gradient batch methods

  #2 opened 4 years ago by GeoffNN
  0

• package import issue

  #5 opened 4 years ago by romain-lopez
  3

• Website with docs and examples

  #9 opened 4 years ago by GeoffNN
  5

• Figure out nice plotting scheme, for real time results

  #38 opened 4 years ago by GeoffNN
  0

• Fix errors due to utils refactor

  #47 opened 4 years ago by GeoffNN
  0

• Add simple Cone constraints

  #48 opened 4 years ago by GeoffNN
  1

• Import error when install chop on Colab

  #50 opened 4 years ago by GeoffNN
  5

• Group / Fused sparse attention mechanisms

  #41 opened 4 years ago by GeoffNN
  1

• Targeted attack in Adversary

  #46 opened 4 years ago by GeoffNN
  0

• Implement model based constraints for adversarial training

  #45 opened 4 years ago by GeoffNN
  0

• Min min curriculum training

  #44 opened 4 years ago by GeoffNN
  0

• Implement Fused LASSO constraint / penalty

  #42 opened 4 years ago by GeoffNN
  0

• Compare convergence and results of adversarial attacks using different optimizers.

  #40 opened 4 years ago by GeoffNN
  0

• Implement Pairwise FW and lmo_pairwise with batch wise active sets

  #10 opened 4 years ago by GeoffNN
  1

• Bells and whistles for attacks / nonconvex solvers

  #16 opened 4 years ago by GeoffNN
  0

• broken example

  #36 opened 4 years ago by fabianp
  1

• Group LASSO Adversarial Example

  #24 opened 4 years ago by GeoffNN
  2

• Multi-GPU support

  #29 opened 4 years ago by GeoffNN
  0

• Tests should be performed on GPU if possible

  #33 opened 4 years ago by GeoffNN
  0

• Test are broken

  #32 opened 4 years ago by fabianp
  1

• Adaptive penalty multipliers

  #31 opened 4 years ago by GeoffNN
  0

• Adversarial example: plotting results

  #25 opened 4 years ago by GeoffNN
  0

• Pass datapoint wise mask to prox / LMO for accelerating line search

  #18 opened 4 years ago by GeoffNN
  0

• Increase code coverage

  #21 opened 4 years ago by fabianp
  2

• Sampling methods

  #13 opened 4 years ago by GeoffNN
  0

• Write wrapper for dataloader returning perturbed datapoints

  #11 opened 4 years ago by GeoffNN
  0

• Accelerated Proximal gradient descent

  #19 opened 4 years ago by GeoffNN
  0

• Add initializer_args to optimizers

  #22 opened 4 years ago by GeoffNN
  0

• Documentation

  #20 opened 4 years ago by fabianp
  1

• Coverage isn't running

  #12 opened 4 years ago by GeoffNN
  2

• Batch-wise backtracking line search for full-gradient optimization algorithms.

  #15 opened 4 years ago by GeoffNN
  0

• Operator splitting is broken.

  #3 opened 4 years ago by GeoffNN
  1