10 results found Sort:

facebookresearch
theseus facebookresearch
127
1.8k
mit
30
A library for differentiable nonlinear optimization
pytorch robotics embodied-ai gauss-newton deep-learning computer-vision levenberg-marquardt bilevel-optimization nonlinear-least-squares implicit-differentiation differentiable-optimization
Created 2021-11-18
354 commits to main branch, last one about a month ago
metaopt
torchopt metaopt
35
542
apache-2.0
13
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
meta-rl pytorch optimizer optimization deep-learning meta-learning bilevel-optimization functional-programming implicit-differentiation automatic-differentiation differentiable-programming differentiable-optimization meta-reinforcement-learning
Created 2022-04-08
262 commits to main branch, last one 4 months ago
leopard-ai
betty leopard-ai
27
332
apache-2.0
8
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
pytorch autodiff deep-learning meta-learning machine-learning bilevel-optimization reinforcement-learning artificial-intelligence multilevel-optimization implicit-differentiation automatic-differentiation neural-architecture-search hyperparameter-optimization
Created 2022-06-29
453 commits to main branch, last one 4 months ago
dut-media-lab
BOML dut-media-lab
37
177
mit
2
Bilevel Optimization Library in Python for Multi-Task and Meta Learning
meta-learning few-shot-learning bilevel-optimization hyperparameter-optimization
Created 2020-07-28
302 commits to master branch, last one 3 years ago
WellyZhang
MetaStyle WellyZhang
10
69
other
4
MetaStyle: Three-Way Trade-Off Among Speed, Flexibility, and Quality in Neural Style Transfer
aaai2019 meta-learning bilevel-optimization neural-style-transfer
Created 2018-12-02
14 commits to master branch, last one 4 months ago
thowell
optimization_dynamics thowell
3
58
mit
4
Implementation and examples from Trajectory Optimization with Optimization-Based Dynamics https://arxiv.org/abs/2109.04928
hopper rocket acrobot control cartpole dynamics implicit planar-push optimization bilevel-optimization trajectory-optimization differentiable-optimization
Created 2021-10-25
39 commits to main branch, last one about a year ago
MinkaiXu
ConfVAE-ICML21 MinkaiXu
17
51
unknown
3
An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming (ICML'21)
vae pytorch molecule icml-2021 conformation generative-models bilevel-optimization computational-biology graph-neural-networks computational-chemistry
Created 2021-05-28
4 commits to main branch, last one 3 years ago
pomonam
Self-Tuning-Networks pomonam
9
49
mit
2
PyTorch implementation of "STNs" and "Delta-STNs".
pytorch neurips-2020 deep-learning self-tuning-network bilevel-optimization hyperparameter-optimization
Created 2020-10-22
5 commits to master branch, last one 3 years ago
JunjieYang97
stocBiO JunjieYang97
14
43
mit
1
Example code for paper "Bilevel Optimization: Nonasymptotic Analysis and Faster Algorithms"
algorithm hyperparameter bilevel-optimization
Created 2020-11-20
39 commits to master branch, last one 2 years ago
benchopt
benchmark_bilevel benchopt
7
36
unknown
5
Benchmark for bi-level optimization solvers
datacleaning bilevel-optimization hyperparameter-optimization
Created 2021-12-14
181 commits to main branch, last one 3 months ago