AI4Disaster's repositories
AI_EQ_Ground_Motion
Data-driven synthesis of broadband earthquake ground motions using artificial intelligence
Awesome-LLM-in-Social-Science
Awesome papers involving LLMs in Social Science.
Book1_Python-For-Beginners
Book_1_《编程不难》 | 鸢尾花书：从加减乘除到机器学习；请多多批评指正！
Book2_Beauty-of-Data-Visualization
Book_2_《可视之美》 | 鸢尾花书：从加减乘除到机器学习；36章草稿只差一章，还会经过两轮大修大改，欢迎批评指正
building-material-classification
Building material classification from Mapillary street-view images
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
DisasterNet
Code for DisasterNet paper
earthquake-scenarios
Public repository for earthquake scenarios from the National catalogue / Dépôt public de scénarios de tremblements de terre du catalogue national
eo-damage-detection
Earthquake damage detection using earth-observation (EO) data
esrm20_exposure
A mirror repository for the exposure data and scripts (and associated documentation) used to develop the ESRM20 exposure models
esrm20_vulnerability
A mirror repository for the European vulnerability database developed as part of ESRM20
GCNTimeseriesRegression
Github page for: Graph Neural Networks for Multivariate Time Series Regression with Application to Seismic Data
generative_agents
Generative Agents: Interactive Simulacra of Human Behavior
global_exposure_model
This is the web repository of the GEM's Global Exposure Model
ML-for-building-typologies
ML code to automatically identify the different building typologies in a city, Case study of Oslo (Norway)
MSLASSO
Multi-split LASSO algorithm
probabilistic-programming
Experimenting with and teaching probabilistic programming
satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
semantic-segmentation-pytorch
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
VBCI
Variational Causal Bayesian Inference for Seismic Multi-hazard Estimation from Satellite Images
zihao_course
同济子豪兄的公开课