Jiheon Scarlett Lee's Projects
Jupyter Interactive Notebook
Some jupyter notebooks on various topics
Example data for OpenDroneMap: https://OpenDroneMap.org sourced from a variety of sources
Tools for air quality data analysis
OpenMORDM is an open source R library for Multiobjective Robust Decision Making (MORDM)
An R package for performing Principal Component Analysis-based Data Structure Comparisons (PCADSC)
PEST++ inverse model project
tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis
A Free and Open Source Python Library for Multiobjective Optimization
0000_PracTimeSeriesAnalysis
Patient Rule Induction Method (PRIM) for Python
Design of experiments for Python
python modules for model-independent uncertainty analyses, data-worth analyses, and interfacing with PEST(++)
docs for pyemu
Python extensions to the Hydrological Simulation Program in Fortran (HSPF), including classes for gathering input data, building input files, performing simulations, postprocessing results, calibrating hydrology process parameters, and forecasting climate and land use change effects on water resources
Practices to solve problems with Python
Python tutorials in both Jupyter Notebook and youtube format.
This is a sample Scrapy project for educational purposes
Python Library for Robust Decision Making and Exploratory Modelling
USGS water science R functions for LOAD ESTimation of constituents in rivers and streams.
Sensitivity Analysis Library in Python (Numpy). Contains Sobol, Morris, Fractional Factorial and FAST methods.
Resources for deep learning with satellite & aerial imagery
ML pipeline to classify crop types with multi-spectral and multi-temporal EO data
An open access book on scientific visualization using python and matplotlib
Scrapy, a fast high-level web crawling & scraping framework for Python.