xp53's repositories
SG_RAINFALL_GP
A GP regression to interpolate SG rainfall using in-situ obs and simulated covariances
tigramite
Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at
InVEST-Cities-in-Nature
Tutorial website for NUS CDE2503 module Cities in Nature
large-deviation-algorithm-demo
This is a demo using the importance sampling + Monte Carlo method in Ragone et al., 2018
QCEFF_DEMO
See Anderson's papers on QCEFF, I tried to code up demos for EnKF and EAKF here
CAM_DEMO
This is a toy model for trying out the class activation map (CAM).
TRHR_elasticnet_pooling
Codes and data for our paper submitted to Frontiers in Earth Science
lake_problem_demo
this is a demo for solving multi-objective optimization using MORDM (Kasprzyk et al., 2013). A simplified lake problem is solved using MOEA+DPS in python (using Platypus &Rhodium developed by David Hadka). For further details, please refer to Julianne Quinn's orinigal paper in 2017 (tipping point).
template
Template for article submission
MCMC_supplementary
info of 102 small NY watersheds tested in the MCMC project
VIC
The Variable Infiltration Capacity (VIC) Macroscale Hydrologic Model