Project for BrainHack School 2023

Application that automatically extracts collocations from the Google 2-grams dataset using Amazon Elastic Map Reduce

Quality assessment measures of data clusters based on ground truth compatible with sklearn

Repository of data and R notebook for the paper on a preliminary, experimental study of verb-noun association.

Java implementation of substitution driven measures of association that can be used to identify MWEs.

Workflow to identify and visualize collocated EnMAP and temporally closest Sentinel-5P TROPOMI acquisitions

Implementation of Chebyshev collocation method to solve diffusion equation for a Li-ion battery

Collocation with prediction and filtering for scattered data

Compared the agenda setting strategies on the "Ractopamine Pork" Vote, one of the four questions in the 2021 Taiwanese Referendum, between pan-blue and pan-green media by using text mining approaches such as bag-of-words, w2v, topic model. Raw data were collected from four Taiwanese media (Chinatimes/TVBS/LTN/FTV) with Python Package BeautifulSoup.

These are the coding assignments given as a part of the course, Underactuated robotics at CMU.

Python package to solve a nonlinear differential equation with a spectral collocation method based on a barycentric Lagrange interpolation.

A small collection of functions associated with radial basis function interpolation and collocation

Java - CollocationsFinder - in Computational Linguistics collocations are words that appear together much more often than they would only by chance. This program can be trained on any text, then based on some factors it will tell you if any 2 words you want to search for are collocations.

Fast and Accurate collocation of Fast and Accurate Collocation of the Visible Infrared Imaging Radiometer Suite (VIIRS) Measurements with Cross-Track Infrared Sounder (CrIS)

Solving boundary value problem (BVP) using Legendre Gauss Lobatto (LGL) collocation

Optimal control with GAMS

Matlab Code for Boundary Value Problems in (singular/regular) nonlinear ODEs

Package for the generation of coefficients used in Spectral Deferred Correction and related methods (Runge-Kutta, ...)

Codes with results of my MSc. thesis project. Collocating a polar satellite's data with a geostationary satellite's data. Utilizing the extracted features to create models to predict cloud properties.