9 results found Sort:

Evolutionary-Intelligence
pypop Evolutionary-Intelligence
35
233
gpl-3.0
7
[CCF-A] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* variants (including evolutionary algorithms, swarm-based randomized optimizers, patter...
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
7,994 commits to main branch, last one 19 hours ago
LeCAR-Lab
model-based-diffusion LeCAR-Lab
19
231
apache-2.0
4
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
252 commits to main branch, last one 13 days ago
microprediction
humpday microprediction
19
139
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
301 commits to main branch, last one 2 months ago
LeCAR-Lab
CoVO-MPC LeCAR-Lab
8
125
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 about a year ago
pdfo
pdfo pdfo
26
102
bsd-3-clause
6
Powell's Derivative-Free Optimization solvers.
bobyqa cobyla lincoa matlab newuoa powell python uobyqa fortran simulation optimization blackbox-optimization nonlinear-optimization numerical-optimization optimization-algorithms constrained-optimization zeroth-order-optimization unconstrained-optimization derivative-free-optimization simulation-based-optimization
Created 2020-04-19
547 commits to main branch, last one about a month ago
ZO-Bench
ZO-LLM ZO-Bench
11
97
gpl-3.0
3
[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 9 months ago
liangyuwang
zo2 liangyuwang
6
81
apache-2.0
2
ZO2 (Zeroth-Order Offloading): Full Parameter Fine-Tuning 175B LLMs with 18GB GPU Memory
sft llms offloading zeroth-order-optimization
Created 2025-01-07
166 commits to main branch, last one 4 days ago
OPTML-Group
DeepZero OPTML-Group
8
53
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 6 months ago
as791
ZOO_Attack_PyTorch as791
15
41
mit
1
This repository contains the PyTorch implementation of Zeroth Order Optimization Based Adversarial Black Box Attack (https://arxiv.org/abs/1708.03999)
pytorch zoo-adam zoo-attack zoo-newton adversarial-attacks zeroth-order-optimization
Created 2020-11-15
35 commits to main branch, last one 2 years ago