bilevel-optimization topic

List bilevel-optimization repositories

BilevelOptimization.jl

48
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6
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JuMP-based toolbox for solving bilevel optimization problems

theseus

1.6k
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120
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A library for differentiable nonlinear optimization

betty

324
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28
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Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization

BOML

176
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36
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Bilevel Optimization Library in Python for Multi-Task and Meta Learning

torchopt

502
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35
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TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

MetaStyle

68
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10
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MetaStyle: Three-Way Trade-Off Among Speed, Flexibility, and Quality in Neural Style Transfer

Self-Tuning-Networks

49
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9
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PyTorch implementation of "STNs" and "Delta-STNs".

ConfVAE-ICML21

50
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16
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An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming (ICML'21)

optimization_dynamics

57
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3
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Implementation and examples from Trajectory Optimization with Optimization-Based Dynamics https://arxiv.org/abs/2109.04928

EMP.jl

15
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2
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Extended Mathematical Programming in Julia