latin-hypercube 开源项目推荐（18 个）

SanPen /VeraGrid

VeraGrid是一款跨平台电力系统软件，采用Python编写，带有用户界面，广泛应用于学术界和工业界。

SURGroup /UQpy

UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

tirthajyoti /Design-of-experiment-Python

Design-of-experiment (DOE) generator for science, engineering, and statistics

sahilm89 /lhsmdu

This is an implementation of Deutsch and Deutsch, "Latin hypercube sampling with multidimensional uniformity", Journal of Statistical Planning and Inference 142 (2012) , 763-772

bertcarnell /lhs

Provides a number of methods for creating and augmenting Latin Hypercube Samples and Orthogonal Array Latin Hypercube Samples

juri117 /surrogate-models

In this repository I publish the python code, that was part of my master thesis. The thesis can be found here, however its in German though, sry. :/

Haibarakiku /abaqus-ml-skills

Claude Code 代理技能，连接 Abaqus FEA 和机器学习替代：LHS 批处理数据集生成 + ODB 到机器学习准备好网格的 CSV。

Technologicat /sudoku_lhs

Latin hypercube sampler with sudoku constraint

DougZheng /Optimal-Latin-Hypercube-Designs

最优拉丁超立方设计（Optimal Latin Hypercube Designs）的一些实现

cyrilpic /space-filling-designs

Space filling designs for python

alfredang /novadoe

Modern Design of Experiments (DOE) generator — 8 methods, interactive results, dark/light theme. Pure HTML/CSS/JS, zero dependencies.

cjabradshaw /WhalerSharkModel

R code and data required for whaler shark (Carcharhinus brachyurus) harvest model

Malmand /muscat-energy-hub

How much model detail does a multi-energy sizing study need? A district-cooled neighbourhood in Muscat (PV, battery, chiller, chilled-water tank, PEM electrolyser, hydrogen) sized in Pyomo with simple and detailed models of every component, plus OMEGAlpes chiller and electrolyser units with tests.

ferpigna93 /campo-unido-montecarlo

Réplica en Python de la simulación Monte Carlo @risk del caso Campo Unido S.A. — sin Excel ni licencia de @risk

chenggma /fleet-day-sim

Discrete-event simulator for an electric drayage fleet day, with the uncertainty analysis that says how much of its output to believe

venkatnsn /yamuna-delhi-bod-do-case-study

Screening-level BOD-DO compliance modelling for the Wazirabad-Okhla reach of the Yamuna in Delhi: 1D Streeter-Phelps, 2000-run Latin Hypercube Monte Carlo, CPCB Class C compliance probabilities. Built from public CPCB station data 2018-2022.

TrOlz77 /RL-Lunar-Lander-v3-Project

Lunar Lander RL Project

fernandevdaza /openrisksim

Open-source Monte Carlo risk simulation for spreadsheets — a free alternative to Risk Simulator / @risk / Crystal Ball. Forecasting, optimization and project finance (NPV, IRR). Runs in the browser, English/Spanish.