kriging 开源项目推荐（192 个）

GeoStat-Framework /PyKrige

Kriging Toolkit for Python

GeoStat-Framework /GSTools

GSTools——一个地统计工具箱：随机场、变差函数估计、协方差模型、克里金法等

unageek /jizai

Fast and memory-efficient radial basis function (RBF) interpolation

DataverseLabs /pyinterpolate

Kriging | Poisson Kriging | Variogram Analysis

Eric-Bradford /TS-EMO

This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).

whimian /pyGeoStatistics

Geostatistics in Python

libKriging /libKriging

kriging library for performance and wide language support

PauloCarvalhoRJ /gammaray

GammaRay: a graphical interface to GSLib and other geomodeling algorithms.

stk-kriging /stk

The STK is a (not so) Small Toolbox for Kriging. Its primary focus is on the interpolation/regression technique known as kriging, which is very closely related to Splines and Radial Basis Functions, and can be interpreted as a non-parametric Bayesian method using a Gaussian Process (GP) prior.

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. :/

ZJU-TSELab /MoGERNN

The repo is the official implementation for the paper: MoGERNN: An Inductive Traffic Predictor for Unobserved Locations.

peterson-tim-j /HydroMap

Mapping of groundwater level for realistic flow flowpaths using semi-automated kriging.

evanchodora /kriging

Python tool for creating Kriging surrogate models

mid2SUPAERO /multi-fi-optimization

Multifidelity Kriging, Efficient Global Optimization

Ozeuth /2D-Texture-Inpainter

Implementation of image reparation and inpainting using Gaussian Conditional Simulation. Created as part of Unity Technologies research.

juliohm /KrigingEstimators.jl

Kriging estimators for the GeoStats.jl framework

JBris /model-calibration-evaluation

Evaluating model calibration methods for sensitivity analysis, uncertainty analysis, optimisation, and Bayesian inference

Rafnuss-PhD /A2PK

Generate stocastic Gaussian realization constrained to a coarse scale image.

johanneskopton /stif

"Space-Time Interpolation and Forecasting" - Predicting spatio-temporally distributed variables via space-time regression kriging using numpy and numba.

GeoStat-Framework /GSTools-Core

A Rust implementation of the core algorithms of GSTools.