Search Results - RepositoryStats

34

221

gpl-3.0

6

[***JMLR-2024***] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* versions/variants (e.g., evolutionary algorithms, swarm-based optimizers, pa...

direct-search random-search genetic-algorithms global-optimization evolution-strategies black-box-optimization differential-evolution nonlinear-optimization numerical-optimization continuous-optimization evolutionary-algorithms optimization-algorithms large-scale-optimization zeroth-order-optimization gradient-free-optimization particle-swarm-optimization consensus-based-optimization derivative-free-optimization population-based-optimization estimation-of-distribution-algorithms

Created 2021-01-26

7,788 commits to main branch, last one 8 days ago

model-based-diffusion LeCAR-Lab

10

193

apache-2.0

5

Official implementation for the paper "Model-based Diffusion for Trajectory Optimization". Model-based diffusion (MBD) is a novel diffusion-based trajectory optimization framework that employs a dynam...

rl control planning diffusion trajectory optimization diffusion-models sampling-methods trajectory-optimization zeroth-order-optimization

Created 2024-05-22

251 commits to main branch, last one 2 months ago

humpday microprediction

18

133

mit

6

Elo ratings for global black box derivative-free optimizers

python-optimizer global-optimizers blackbox-optimizer blackbox-optimization zeroth-order-optimization derivative-free-optimization

Created 2020-10-23

300 commits to main branch, last one 11 months ago

CoVO-MPC LeCAR-Lab

7

116

apache-2.0

2

Official implementation for the paper "CoVO-MPC: Theoretical Analysis of Sampling-based MPC and Optimal Covariance Design" accepted by L4DC 2024. CoVO-MPC is an optimal sampling-based MPC algorithm.

mpc drone control quadrotor sampling-methods zeroth-order-optimization

Created 2023-06-22

282 commits to main branch, last one 8 months ago

pdfo pdfo

26

99

bsd-3-clause

7

Powell's Derivative-Free Optimization solvers.

Created 2020-04-19

536 commits to main branch, last one 2 months ago

ZO-LLM ZO-Bench

6

81

gpl-3.0

4

[ICML 2024] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".

large-language-models zeroth-order-optimization parameter-efficient-tuning

Created 2024-02-16

12 commits to main branch, last one 5 months ago

DeepZero OPTML-Group

6

46

mit

1

[ICLR'24] "DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training" by Aochuan Chen*, Yimeng Zhang*, Jinghan Jia, James Diffenderfer, Jiancheng Liu, Konstantinos Parasyris, Yihua Zhang,...

ai4science blackbox-optimization efficient-deep-learning zeroth-order-optimization

Created 2023-11-01

13 commits to main branch, last one 2 months ago