xp53 (cruiseryy)

cruiseryy

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Company:National University of Singapore

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xp53's repositories

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SG_RAINFALL_GP

A GP regression to interpolate SG rainfall using in-situ obs and simulated covariances

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ipcc_cmap

this script produces cmaps readily usable with matplotlib

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tigramite

Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at

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InVEST-Cities-in-Nature

Tutorial website for NUS CDE2503 module Cities in Nature

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large-deviation-algorithm-demo

This is a demo using the importance sampling + Monte Carlo method in Ragone et al., 2018

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QCEFF_DEMO

See Anderson's papers on QCEFF, I tried to code up demos for EnKF and EAKF here

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CAM_DEMO

This is a toy model for trying out the class activation map (CAM).

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TRHR_elasticnet_pooling

Codes and data for our paper submitted to Frontiers in Earth Science

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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).

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template

Template for article submission

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MCMC_supplementary

info of 102 small NY watersheds tested in the MCMC project

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VIC

The Variable Infiltration Capacity (VIC) Macroscale Hydrologic Model

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