qszhao

ideamaps-models

Models of deprivation sub-domains for the IDEAMAPS data ecosystem project. This repo contains the source code used to run models and the model outputs. It also contains logic to upload model outputs to the IDEAMAPS platform.

trafficFlowAnalysis

CitationMap

A simple pip-installable Python tool to generate your own HTML citation world map from your Google Scholar ID.

TSFpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

Time-LLM

[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

llmtime

geoshapley

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

global-streetscapes

GlasgowLEZ_Traffic

Repository for Glasgow LEZ - Findings Transport

COVID19USFlows

Multiscale Dynamic Human Mobility Flow Data in the U.S. during the COVID-19 epidemic

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

TrafficFlowData

AccessUK

AccessUK is an R package to easily streamline accessibility measures for Great Britain.

HighResCanopyHeight

This repository provides inference code to compute canopy height maps from aerial images, as described in the paper "Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar".

Deep-learning-crop-mapping

UBDC-CCTV-data

gpt4all

GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.

Treepedia_Public

Treepedia package for public use. Forked from the official `mittrees` account for Python 3

data_paper

GISRUK2024-Housing_Sensors_Energy_Efficiency

Menu-Healthiness-Algorithm

jupyter-ai

A generative AI extension for JupyterLab

OSCS

This is the official repository for Flatburn: the open source City Scanner

UBDC-CCTV-data

Processing pedestrian and other counts from UBDC's CCTV image processing data.

UrbanReconstruction

Automatic 3D Urban Modeling from City-scale Aerial LiDAR Data

TransferLearning_and_CMAP

This repository includes two jupyter notebooks. The first one retrains the already pre-trained ResNet-50 using transfer learning in order to classify fruits from the Kaggle 360 Fruits challenge (https://www.kaggle.com/moltean/fruits). The architecute will be adapted in order to compute the class activation maps within the second notebook.

mamba

The Fast Cross-Platform Package Manager

contextily

Context geo-tiles in Python

miniforge

A conda-forge distribution.

Python_SQL

A notebook working with Python and MySQL, using MySQL Connector.