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cooper-org
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cooper
A general-purpose, deep learning-first library for constrained optimization in PyTorch
https://cooper.readthedocs.io/
MIT License
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Documentation
#98
juan43ramirez
opened
2 weeks ago
1
Fix warnings + Add test workflow
#97
merajhashemi
opened
4 weeks ago
1
1.0.0 alpha
#96
merajhashemi
closed
1 month ago
1
Refactor Project Layout
#95
merajhashemi
closed
1 month ago
1
Refactor Project Layout
#94
merajhashemi
closed
1 month ago
0
Implement Damped Lagrangian Formulation
#93
lucas-maes
opened
3 months ago
0
Camera ready tutorials
#92
juan43ramirez
closed
1 month ago
0
Refactor Tests
#91
merajhashemi
closed
2 months ago
1
Refactor Optimizers
#90
merajhashemi
closed
4 months ago
0
Refactor `observed_constraints` into `dict[Constraint, ConstraintState]`
#89
gallego-posada
closed
5 months ago
0
Refactor multipliers and formulations
#88
gallego-posada
closed
5 months ago
0
Refactor penalty coefficient
#87
merajhashemi
closed
5 months ago
0
Refactor CMP and CMPState
#86
merajhashemi
closed
3 months ago
0
Refactor ConstraintGroup
#85
merajhashemi
closed
5 months ago
0
Refactor ConstraintStore
#84
merajhashemi
closed
5 months ago
0
Refactor ConstraintState
#83
merajhashemi
closed
5 months ago
0
Tutorial on flags `contributes_to_primal_lagrangian` and `contributes_to_dual_lagrangian`
#82
juan43ramirez
closed
9 months ago
0
Updated API for v1.0.0
#81
gallego-posada
closed
8 months ago
1
Adding a much simpler example
#80
AJJLagerweij
opened
1 year ago
0
PID + EMA
#79
juan43ramirez
closed
11 months ago
0
Independent Primal and Dual Constraints
#78
juan43ramirez
closed
9 months ago
0
PID with Momentum
#77
juan43ramirez
closed
11 months ago
1
RuntimeError: Trying to backward through the graph a second time
#76
daviddanan
opened
1 year ago
0
PID optimizer
#75
juan43ramirez
closed
1 year ago
0
Modularize formulations
#74
juan43ramirez
closed
1 year ago
1
Re-implement tutorials using new Cooper API
#72
daoterog
closed
1 year ago
0
#49 Require `maximize=True` for dual optimizers
#71
juan43ramirez
closed
9 months ago
1
Question: how / when to use proxy inequalities?
#70
famura
opened
1 year ago
1
Docs example miss-understood
#68
avieini-sunbit
closed
9 months ago
1
Missing formulation import in __init__
#67
gallego-posada
closed
1 year ago
0
54 multiplier models
#66
IsitaRex
opened
1 year ago
0
Non comprehensive `__init__` files
#65
juan43ramirez
closed
1 year ago
1
Remove formulation usage in StateLogger
#64
juan43ramirez
closed
1 year ago
0
Extrapolation from the past
#63
juan43ramirez
opened
1 year ago
0
Logistic Regression MNIST experiment for README and tutorial
#62
juan43ramirez
closed
1 year ago
0
Deprecated `StateLogger`
#61
juan43ramirez
closed
1 year ago
1
Provide more "real-life" example in README
#60
gallego-posada
closed
1 year ago
1
Refactor syntax for backward call and Lagrangian computation in Formulation
#59
gallego-posada
closed
1 year ago
0
Cooper level wrappers for `formulation.custom_backward` and `formulation.composite_objective`
#58
juan43ramirez
closed
1 year ago
1
how to use cuda acceleration
#57
Timbrer
closed
1 year ago
3
Off the shelf Cooper
#56
juan43ramirez
closed
1 year ago
0
Easy as possible to use
#55
juan43ramirez
closed
1 year ago
1
Multiplier Models
#54
juan43ramirez
opened
1 year ago
0
Document modularized optimizers
#53
gallego-posada
opened
1 year ago
0
Modularize code structure
#52
gallego-posada
closed
1 year ago
0
Example for lagrangian constraints
#51
neuronphysics
opened
1 year ago
0
Fix closure signature to accept any set of arguments
#50
merajhashemi
closed
1 year ago
0
Do `maximize=True` for dual_optimizers
#49
juan43ramirez
opened
2 years ago
1
Modularize ConstrainedOptimizer
#48
juan43ramirez
closed
1 year ago
1
dual_scheduler steps may happen multiple times per epoch
#47
juan43ramirez
closed
1 year ago
1
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