liuhuanku

walking_COVID19

Code and data to reproduce the figures of "Effect of COVID-19 response policies on walking behavior in US cities"

pcc_2e

Online resources for Python Crash Course (Second Edition), from No Starch Press

scikit-mobility

scikit-mobility: mobility analysis in Python

mit-15-003-data-science-tools

Study guides for MIT's 15.003 Data Science Tools

RAPELE

Risk assessment by the propagation of earthquake losses through the economy

lifelines

Survival analysis in Python

rethinking

Statistical Rethinking course and book package

stat_rethinking_2023

Statistical Rethinking Course for Jan-Mar 2023

logitr

Fast estimation of multinomial (MNL) and mixed logit (MXL) models in R with "Preference" space or "Willingness-to-pay" (WTP) space utility parameterizations in R

solar-learning-2021

This repository contains the data and code to reproduce results from our study titled "Quantifying the cost savings of global solar photovoltaic supply chains". The link below is to an app to assess the sensitivity of our study outcomes to different modeling assumptions.

HodgePotentialHumanFlow

HiPIMS-CUDA

High-Performance Integrated Hydrodynamic Modelling System (HiPIMS-CUDA) for flood modelling

pymrio

Multi-Regional Input-Output Analysis in Python.

pylogit

A python package for estimating conditional logit models.

python-guide

Python best practices guidebook, written for humans.

Administrative-divisions-of-China

中华人民共和国行政区划：省级（省份）、 地级（城市）、 县级（区县）、 乡级（乡镇街道）、 村级（村委会居委会） ，**省市区镇村二级三级四级五级联动地址数据。

igsm

Integrated Global System Model

GTAPinGAMS

Build stream with a sample CGE for using GTAP data in economic modeling

cge-tools

Collection of Python analysis and visualization codes for CGE models and related data

simmobility_visualization

Visualization concepts for visualizing SimMobility outputs

COVID-Movement-Pattern-Analysis

poi

百度以及高德地图POI数据和POI边界坐标数据(目前仅限百度)爬取代码，采用Python编写

T-Huff

Calibrating the dynamic Huff model for business analysis using location big data

movingpandas

Movement trajectory classes and functions built on top of GeoPandas

IntraCounty-Mobility-SEIR

A human mobility flow-augmented stochastic SEIR-style epidemic modeling framework is developed, which combines with data assimilation and machine learning to reconstruct the historical growth trajectories of COVID-19 infection within a county.

LSTM-TrajGAN

LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection

Travel-Network-SEIR

a travel-network-based susceptible-exposed-infectious-removed (SEIR) mathematical compartmental model ODE system.

PCA-on-Interest-Rate-Data

This piece of code conducts PCA on 20 years of interest rate data, and verify PCA by simulating covariance matrix by Vasicek model

DSGE.jl

Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)

ThinkStats2

Text and supporting code for Think Stats, 2nd Edition