cooper-org/cooper
A general-purpose, deep learning-first library for constrained optimization in PyTorch
Jupyter NotebookMIT
Issues
- 1
Docs example miss-understood
#68 opened by avieini-sunbit - 0
Adding a much simpler example
#80 opened by AJJLagerweij - 0
- 1
Question: how / when to use proxy inequalities?
#70 opened by famura - 3
- 1
Non comprehensive `__init__` files
#65 opened by juan43ramirez - 1
Deprecated `StateLogger`
#61 opened by juan43ramirez - 0
Extrapolation from the past
#63 opened by juan43ramirez - 1
Provide more "real-life" example in README
#60 opened by gallego-posada - 1
Cooper level wrappers for `formulation.custom_backward` and `formulation.composite_objective`
#58 opened by juan43ramirez - 1
Easy as possible to use
#55 opened by juan43ramirez - 3
how to use cuda acceleration
#57 opened by Timbrer - 0
Multiplier Models
#54 opened by juan43ramirez - 0
Document modularized optimizers
#53 opened by gallego-posada - 1
Modularize ConstrainedOptimizer
#48 opened by juan43ramirez - 0
Example for lagrangian constraints
#51 opened by neuronphysics - 1
- 0
- 1
Do `maximize=True` for dual_optimizers
#49 opened by juan43ramirez - 0
Add documentation for checkpointing
#29 opened by gallego-posada - 0
Multiple primal optimizers
#39 opened by juan43ramirez - 1
Augmented Lagrangian Method
#30 opened by gallego-posada - 0
Multiple dual optimizers
#46 opened by juan43ramirez - 1
Loading state_dict of dual_schedulers
#43 opened by juan43ramirez - 0
Fix bibtex for Cooper
#40 opened by juan43ramirez - 1
- 0
Remove code repetition in tests
#32 opened by gallego-posada - 0
Add test for alternating updates
#21 opened by gallego-posada - 0
Constraint schedulers
#31 opened by gallego-posada - 1
Checkpointing
#25 opened by juan43ramirez - 0
Relax Python requirements to support 3.7
#22 opened by gallego-posada - 0
Code coverage badge
#23 opened by juan43ramirez - 3
Remove aliases to Pytorch implementations
#19 opened by gallego-posada - 1
Pytorch LR Scheduler Integration
#17 opened by juan43ramirez - 0
bad path for install instructions
#12 opened by fabianp