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University of Glasgow
- Glasgow, United Kingdom
- https://www.gla.ac.uk/schools/socialpolitical/staff/qunshanzhao/
- @QunshanZhao
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An extremely fast Python linter and code formatter, written in Rust.
Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
LiDAR point cloud ground filtering / segmentation (bare earth extraction) method based on cloth simulation
Laspy is a pythonic interface for reading/modifying/creating .LAS LIDAR files matching specification 1.0-1.4.
Spatial analysis of the COVID-19 vaccination uptake in England, using geographically weighted regression
ImageBind One Embedding Space to Bind Them All
This repo contains the code used for the results in paper: 'Assessing the socio-demographic representativeness of mobile phone application data' in Applied Geography
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Polygonal Surface Reconstruction from Point Clouds
Large-scale LoD2 Building Reconstruction from Airborne LiDAR Point Clouds
European building characteristics: a common and open database
BikeDNA: Bicycle Infrastructure Data & Network Assessment
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
A collection of tutorials written on python notebooks
Gallery of OSMnx tutorials, usage examples, and feature demonstations.
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
An Open Source Machine Learning Framework for Everyone
Worldwide building footprints derived from satellite imagery
Sample files to accompany the FT's Chart Doctor column
An open-source, cross-platform, lightweight, and fast Python path engine for networks encoded in GMNS.
Published analysis code of my MSc dissertation
Codes and data used in Large-scale Automatic Identification of Urban Vacant Land Using Semantic Segmentation of High-Resolution Remote Sensing Images
Techniques for deep learning with satellite & aerial imagery
🗺️ location-allocation problems using mixed integer programming: open source and in python.
Package to calculate several thermal comfort indices (e.g. PMV, PPD, SET, adaptive) and convert physical variables.
Materials for The Alan Turing Institute's Research Software Engineering course