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A library for differentiable nonlinear optimization
Created
2021-11-18
354 commits to main branch, last one about a month ago
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
Created
2022-04-08
262 commits to main branch, last one 4 months ago
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
Created
2022-06-29
453 commits to main branch, last one 4 months ago
Bilevel Optimization Library in Python for Multi-Task and Meta Learning
Created
2020-07-28
302 commits to master branch, last one 3 years ago
MetaStyle: Three-Way Trade-Off Among Speed, Flexibility, and Quality in Neural Style Transfer
Created
2018-12-02
14 commits to master branch, last one 5 months ago
Implementation and examples from Trajectory Optimization with Optimization-Based Dynamics https://arxiv.org/abs/2109.04928
Created
2021-10-25
39 commits to main branch, last one about a year ago
An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming (ICML'21)
Created
2021-05-28
4 commits to main branch, last one 3 years ago
PyTorch implementation of "STNs" and "Delta-STNs".
Created
2020-10-22
5 commits to master branch, last one 3 years ago
Example code for paper "Bilevel Optimization: Nonasymptotic Analysis and Faster Algorithms"
Created
2020-11-20
39 commits to master branch, last one 2 years ago
Benchmark for bi-level optimization solvers
Created
2021-12-14
181 commits to main branch, last one 3 months ago