cvxgrp/cvxpylayers

Issues

• Does cvxpylayer support Gurobi as solver, and then back-propagate?

  #148 opened a year ago by keungRX
  2

• uncontrolled parameter domain

  #160 opened 3 months ago by AxelBreuer
  0

• Segmentation Fault for Minimization Problem

  #159 opened 4 months ago by jusevitch
  0

• ValueError: Can't apply Jacobian with a quadratic objective

  #153 opened a year ago by mr-mikmik
  2

• How to increase utilization of available computing power?

  #139 opened 2 years ago by dmayfrank
  1

• Should the gradient be inversed?

  #147 opened 2 years ago by rogerwwww
  1

• KeyError, when deepcopy a nn.Module object contains cvxpylayer

  #150 opened a year ago by wadx2019
  1

• Making parameterized EGM objectives DPP

  #156 opened 10 months ago by BlockWaving
  0

• Getting dx/dp instead of df/dp

  #155 opened a year ago by Zhuojun-PhD
  0

• DQCP in cvxpylayers?

  #154 opened a year ago by dtroxell19
  2

• TypeError: get_problem_data() got an unexpected keyword argument 'solver_opts'

  #152 opened a year ago by liw128
  1

• TypeError: get_problem_data() got an unexpected keyword argument 'solver_opts'

  #151 opened a year ago by liw128
  0

• Different solutions for cvxpy and cvxpylayers

  #149 opened a year ago by ManuelP96
  1

• Trying to convert Optimal ad problem to DPP

  #124 opened 3 years ago by w601sxs
  1

• Apparently wrong gradients for simple softmax-as-optimization formulation

  #145 opened 2 years ago by currymj
  9

• Inaccurate gradient estimation for Gumbel-Sinkhorn

  #120 opened 3 years ago by adamoyoung
  1

• Inaccurate gradient estimation for log penalization

  #135 opened 2 years ago by AxelBreuer
  2

• cvxpy and cvxpylayers solutions disagree for cvxpy==1.3.0 and cvxpylayers==0.1.4

  #143 opened 2 years ago by Chris-Sorini
  3

• Examples are not working: ValueError: Can't apply Jacobian with a quadratic objective.

  #144 opened 2 years ago by imad-boudroua
  5

• Runing the example "ReLU Layers" encounts the following errors

  #141 opened 2 years ago by JhoonUK
  3

• Question: Different results for Boxconstraints with torch.clamp vs cvxpy layers

  #140 opened 2 years ago by philippkiesling
  0

• A CVXPY layer handling a quadratic problem can only deal with positive definite Q-matrices

  #136 opened 2 years ago by jackbaker1001
  1

• How can I insert an Input Convex Nerual Network as an objective function into the cvxpylayer?

  #138 opened 2 years ago by lk1983823
  0

• Minimal LQR example problem: "Can't apply Jacobian with a quadratic objective"

  #137 opened 2 years ago by sai-prasanna
  2

• GPU support and acceleration

  #117 opened 3 years ago by shadowwill
  1

• How to increasing the number of solver iterations?

  #134 opened 2 years ago by lk1983823
  0

• How to specify the solver in cvxpylayers

  #130 opened 3 years ago by amansouri3476
  1

• Tensorflow float32 dtypes

  #133 opened 2 years ago by hudson-ai
  1

• train can not converge on simple problem

  #127 opened 3 years ago by wangmn93
  1

• sparsemax function is not translation invariant?

  #132 opened 2 years ago by kbkartik
  2

• tensorflow v2, parameters contains 'Tensor' so cannot be numpy()'d

  #131 opened 2 years ago by cyan-at
  3

• How can I set "ignore_dpp = True"?

  #129 opened 3 years ago by minsoo2018
  1

• Solver silently fails when the number of parameters is large, but it's not due to OOM

  #128 opened 3 years ago by dmitrijsk
  1

• TypeError: _compute_once() got an unexpected keyword argument 'dpp'

  #126 opened 3 years ago by BabaUtah
  1

• [Question] Can I use "batched" cvxpylayers?

  #125 opened 3 years ago by JinraeKim
  1

• Can one build a neural network whose parameters act a role of "Parameter"s in cvxpy?

  #121 opened 3 years ago by JinraeKim
  6

• [Feature request] Hide unused parameters as constants

  #123 opened 3 years ago by JinraeKim
  0

• Extending DPP ruleset is in the plan?

  #122 opened 3 years ago by JinraeKim
  2

• Inconsistent results when differentiating through a `torch.CvxpyLayer` repeatedly

  #119 opened 3 years ago by PTNobel
  1

• Minor error in exception raised when parameter shape is inconsistent

  #118 opened 3 years ago by Nicolas-Pinon
  0

• cannot install the package can it work by cloning the repository itself

  #113 opened 3 years ago by sayaknag
  1

• Constraining range in multi label classification problem

  #116 opened 3 years ago by Demirrr
  0

• Calling `jax.jacobian` results in error

  #115 opened 3 years ago by GeoffNN
  0

• Reports error in importing scs and _scs_direct

  #114 opened 3 years ago by rajat-talak
  0

• Can anyone help why the loss backward does not work?

  #112 opened 3 years ago by jbgao
  0

• Add new solver for Linear programming

  #108 opened 4 years ago by zihangm
  1

• CvxpyLayer initialization for larger (n~5000) sparse QP

  #109 opened 4 years ago by amirbarda
  2

• Issue with Hermitian matrices

  #111 opened 4 years ago by Wulfsta
  1

• Layers for DQCP

  #110 opened 4 years ago by pratham16cse
  0

• differentiate a vector valued decision variable wrt a vector valued parameter

  #107 opened 4 years ago by haowwang
  6