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复杂网络研究资源整理和基础知识学习

Jupyter Notebook 688 194 Updated Apr 11, 2022

A geospatial framework for performing non-linear regression, designed to effectively model complex spatial relationships.

Python 24 4 Updated Apr 4, 2025

使用POI数据识别城市功能区,通过NLP的词嵌入模型提取POI的高阶语义。

Jupyter Notebook 11 2 Updated Jan 2, 2025

Geographically weighted modelling based on scikit-learn

Python 7 2 Updated Jun 5, 2025

Assemble an efficient interpretable machine learning workflow.

Python 24 3 Updated May 27, 2025

可使用该工具生成交通分析小区

1 Updated Jan 23, 2025

A region generation framework for spatio-temporal prediction task

Python 4 2 Updated Apr 2, 2024
Python 9 4 Updated Nov 5, 2024

The implementation of GWRBoost.

Python 14 Updated Oct 2, 2024

Course materials for big data and urban computing (2020 fall semester).

43 13 Updated Dec 23, 2020

The detection of peaks and valleys in a 1d-vector or 2d-array (image)

Python 256 35 Updated May 30, 2025

Probabilistic generative model that incorporates both the topology of interactions and node attributes to extract overlapping communities in directed and undirected multilayer networks.

Python 43 8 Updated Jul 19, 2023

Morphometric taxonomy of Central Europe

Jupyter Notebook 4 1 Updated Jun 2, 2025

Urban highways are barriers to social ties: Open source data and code for the research paper

Jupyter Notebook 15 1 Updated Mar 8, 2025

基于地理加权回归(GWR)模型探索城市环境对共享单车出行的影响,使用POI数据作为城市环境变量。

Jupyter Notebook 13 3 Updated Apr 26, 2024

Free ChatGPT&DeepSeek API Key,免费ChatGPT&DeepSeek API。免费接入DeepSeek API和GPT4 API,支持 gpt | deepseek | claude | gemini | grok 等排名靠前的常用大模型。

Python 30,141 2,177 Updated May 17, 2025

ILS algorithm for regionalization

Python 1 Updated Feb 26, 2024

shapelets is a python package that implements several shapelet functions and some of their significant applications in science and astronomy.

Python 17 6 Updated May 27, 2025

GeoHD is a Python toolkit for geospatial hotspot detection, visualization, and analysis using urban data.

Python 33 4 Updated May 1, 2024

Spatial Statistics and Machine Learning Offered at FSU Geography

Jupyter Notebook 13 1 Updated Apr 15, 2025

2020 DC crime incidents analysis based on Adaptive KDE

Jupyter Notebook 1 Updated Nov 17, 2022

Parallel GeoPandas with Dask

Python 558 48 Updated Jun 2, 2025

Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray

Jupyter Notebook 478 130 Updated Jun 5, 2025

Typora plugin. Feature enhancement tool | Typora 插件,功能增强工具

JavaScript 2,893 143 Updated Jun 5, 2025

Movement trajectory classes and functions built on top of GeoPandas

Python 1,308 203 Updated May 27, 2025

Processing and gridding spatial data, machine-learning style

Python 631 74 Updated May 14, 2025

A game theory approach to measuring spatial effects from machine learning models.

Jupyter Notebook 127 16 Updated Jun 3, 2025
Jupyter Notebook 5 Updated Nov 7, 2023
Jupyter Notebook 4 2 Updated Nov 18, 2024
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