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hierarchicalgeoclustering

human-mobility

jianbing_web

learngit

link-analysis

Implementing three algorithms : HITS, PageRank and SimRank.

machinelearning

Basic Machine Learning and Deep Learning

mapandbuilding

通过从高德地图爬虫获取建筑轮廓，生成geojson文件，mapbox定制自定义地图，echarts-gl生成

netgan

Implementation of the paper "NetGAN: Generating Graphs via Random Walks".

noneuclidean

A Non-Euclidean Rendering Engine for 3D scenes.

nurse

osmnx

OSMnx: Python for street networks. Retrieve, model, analyze, and visualize street networks and other spatial data from OpenStreetMap.

pedsim_ros

Pedestrian simulator powered by the social force model

pedsimcity

PedSimCity is an Agent-Based Model for pedestrian movement simulation in urban areas

pyvisilibity

Python binding of VisiLibity 1

quads

A pure Python Quadtree implementation

robosat_geoc

从天地图或谷歌遥感影像WMTS服务中训练、预测建筑物轮廓，fork from robosat/robosat.pink

scales_human_mobility

scikit-mobility

scikit-mobility: mobility analysis in Python

simgnn

A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

socialforce

Differentiable Social Force simulation with universal interaction potentials.

socialforcemodel

Social Force Model - NetLogo

spectralclustering

Python implementation of Spectral Clustering.

squarify

Pure Python implementation of the squarify treemap layout algorithm

symbolic_deep_learning

Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"

sysbiotreemaps

Create Voronoi and Sunburst Treemaps from Hierarchical data

tam

Topographic Attribute Maps

tgn

TGN: Temporal Graph Networks

tilingnn

TilinGNN: Learning to Tile with Self-Supervised Graph Neural Network (SIGGRAPH 2020)

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

tweets-collector

Collect tweets (tweets corpus) using Twitter API. Collection can be based on hashtags, keywords, geographical location