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openopt
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chop
CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.
http://openo.pt/chop
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Documentation: math needs to be fixed
#77
GeoffNN
opened
2 years ago
0
Geoff/active set sfw
#76
GeoffNN
closed
2 years ago
0
Stochastic optimizers should output a warning if used with @closure
#75
TrustyPatches
opened
3 years ago
0
add dataclasses import
#74
tanglef
closed
3 years ago
1
Added pairwiseLMO for polytope constraints, and pairwise FW
#73
GeoffNN
closed
2 years ago
0
Added polytope constraints
#72
GeoffNN
closed
3 years ago
1
Geoff/polytope constraint
#71
GeoffNN
closed
3 years ago
0
took out the ch
#70
utrerf
closed
3 years ago
0
Updated ImageNet
#69
utrerf
closed
3 years ago
0
Updated CIFAR
#68
utrerf
closed
3 years ago
0
took out print statement
#67
utrerf
closed
3 years ago
0
Patch 1
#66
utrerf
closed
3 years ago
0
Constraints should take dim argument
#65
GeoffNN
opened
3 years ago
0
Optimizer decomposing Neural Net matrices as sums of structured matrices
#64
GeoffNN
opened
3 years ago
1
Rank 1 tensor decomposition
#63
GeoffNN
opened
3 years ago
3
Add link to github on chop documentation website
#62
GeoffNN
opened
3 years ago
0
Make examples shorter to run
#61
GeoffNN
opened
3 years ago
0
clickable reference to minimize_alternating_fw_prox
#60
fabianp
closed
3 years ago
1
Add L-BFGS-B
#59
GeoffNN
opened
3 years ago
0
Increase docstring coverage for Optimizers
#58
GeoffNN
opened
3 years ago
1
Parameter-wise constraints
#57
GeoffNN
closed
3 years ago
1
Stochastic version of Prox/FW splitting for separable variables
#56
GeoffNN
opened
3 years ago
4
Use a github action to build Sphinx docs
#55
GeoffNN
opened
3 years ago
0
Draft PR for github action
#54
ThomVett
opened
3 years ago
4
Implement feasibility check methods for each constraint
#53
GeoffNN
closed
3 years ago
1
Geoff/alternating prox fw
#52
GeoffNN
closed
3 years ago
2
Preparing chop for pip install
#51
GeoffNN
closed
3 years ago
0
Import error when install chop on Colab
#50
GeoffNN
closed
3 years ago
5
Added second order cone constraint
#49
GeoffNN
closed
3 years ago
0
Add simple Cone constraints
#48
GeoffNN
closed
3 years ago
1
Fix errors due to utils refactor
#47
GeoffNN
closed
3 years ago
0
Targeted attack in Adversary
#46
GeoffNN
opened
3 years ago
0
Implement model based constraints for adversarial training
#45
GeoffNN
opened
3 years ago
0
Min min curriculum training
#44
GeoffNN
opened
3 years ago
0
Implement Wasserstein constraints (through LMO / Prox operator)
#43
GeoffNN
opened
3 years ago
0
Implement Fused LASSO constraint / penalty
#42
GeoffNN
opened
3 years ago
0
Group / Fused sparse attention mechanisms
#41
GeoffNN
opened
3 years ago
1
Compare convergence and results of adversarial attacks using different optimizers.
#40
GeoffNN
opened
3 years ago
0
Implement Prox for Group Lasso Constraint
#39
GeoffNN
closed
3 years ago
1
Figure out nice plotting scheme, for real time results
#38
GeoffNN
opened
3 years ago
0
Geoff/power iter
#37
GeoffNN
closed
3 years ago
1
broken example
#36
fabianp
closed
3 years ago
1
Geoff/sphinx examples
#35
GeoffNN
closed
3 years ago
1
Run the examples with sphinx-gallery
#34
fabianp
closed
3 years ago
3
Tests should be performed on GPU if possible
#33
GeoffNN
opened
3 years ago
0
Test are broken
#32
fabianp
closed
3 years ago
1
Adaptive penalty multipliers
#31
GeoffNN
opened
3 years ago
0
Multi-GPU support
#29
GeoffNN
opened
3 years ago
0
Geoff/refactor data
#28
GeoffNN
closed
3 years ago
0
Initial import documentation
#27
fabianp
closed
3 years ago
0
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