JayChou1949's repositories
Awesome-Geospatial
Long list of geospatial tools and resources
CNN-LSTM_for_DSM
Using CNN-LSTM deep learning model for digital soil mapping. This is the code for paper "Zhang et al. A CNN-LSTM model for soil organic carbon content prediction with long time series of MODIS-based phenological variables"
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
DynamicESF
Implementation of fast space-time regression model
GeoTorch
GeoTorch: A Spatiotemporal Deep Learning Framework
Global_Urbanization_Impacts_on_Vegetation
This repository contains the code used for the analysis in the paper "Zhang et al. Direct and indirect impacts of urbanization on vegetation growth across the world’s cities" publised in Science Advances
lstm-fcn-1
LSTM-FCN applied on ECG dataset
machine_learning_examples
A collection of machine learning examples and tutorials.
modelling_book
This is the digital textbook for Modelling Criminological Data
open-source-crime-analysis
Crime analysis tools using R
PhotographicImageSynthesis
Photographic Image Synthesis with Cascaded Refinement Networks
pixel-decoder
A tool for running deep learning algorithms for semantic segmentation with satellite imagery
python-urbanPlanning
Urban Spatial Data Analysis Method--Python Implementation /代码为caDesign（cadesign.cn）设计研究中“python知识系统部分”即"城市空间数据分析方法——PYTHON语言实现"。
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
r-socialsci
R for Social Scientists
RCQSB2022_public
This repo hosts data and scripts to replicate Ratledge et al 2022 in Nature
rcrimeanalysis
rcrimeanalysis: An Implementation of Crime Analysis Tools for R
rgeoprofile
rgeoprofile: Geographic Profiling Methods for Serial Crime Analysis
Spatio-temporal-hotspot-detection
Detection of spatio temporal hotspots of traffic accidents in Saudi Arabia for the years 2015 to 2018. The data is aggregated nonetheless using Hijri calendar years 1437, 1438, 1439. Each Hijri year consists of 12 months and approx. 355 days.
spmoran
spmoran: An R package for spatial regression modeling
ST-CausalConvNet
A spatiotemporal causal convolutional network for predicting PM2.5 concentrations.
Urban-Perception-Assessment-Based-on-CNN
基于卷积神经网络的城市感知评估