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zxtariel0512's Projects

automatic-thesaurus-generation-converging-word-similarity-formula-deduction icon automatic-thesaurus-generation-converging-word-similarity-formula-deduction

Propose an enhanced algorithm model to generate thesaurus unsupervisedly by implementing iterations. Derive a mathematical formula to compute word similarities which are used in the iterations, and prove its monotone increasing and convergence via more and more iteration steps. Use Wall Street Journal data sets as training file (79325 lines), and evaluate and test algorithm using WordNet

codeshare icon codeshare

A website called CodeShare where users share code snippets anonymously.

consulting-company-queue-model icon consulting-company-queue-model

Simulated customer queue of a virtual consulting company by real time. Monitored properties including the queue length, each customer’s waiting time, maximal number of customers to be served, and consultant’s idle time using data structures such as linked list and queue

course_registration_system_simulation icon course_registration_system_simulation

Applied Object Oriented Programming and used real courses information to create a simulation of course registration system including login process, and basic utilities such as enroll, swipe, and waiting list (Java)

dolphin-swarm-clustering-algorithm icon dolphin-swarm-clustering-algorithm

Implemented a new bio-inspired clustering algorithm via simulating dolphins’ swarm intelligence in their predation which brought out better performance than k-means++ in many test cases. Utilized dolphins’ characteristics including echolocation, labor assignment and information exchange to enable the algorithm to adjust the number of clusters automatically and to improve the algorithm’s efficiency

hula-hoop-research-program icon hula-hoop-research-program

Analytical and Numerical Study on Hula-Hoop Dynamics and Levitation Condition May 2019 - current l Constructed a model of hula hoop motion based on Lagrangian Mechanics and implemented a simulation program in Matlab to solve the problem numerically l Used high speed camera video-tracking techniques to record and capture hoop’s motion information at each millisecond, and implemented algorithms that analyzed 16050 frames to track the exact motion condition of hoop and body and to calculate the sagging angle of hoop l Implemented visualization program that recorded and reflected 25,000+ experiment video frame at real time l Concluded general conditions of hula hoop levitation in equilibrium and stability analysis in three dimension using Coriolis Force and Lagrangian optimization

interactive-gui-fruit-catching-point-counting-game icon interactive-gui-fruit-catching-point-counting-game

[Java] Applied Java Processing to design an interactive Graphic User Interface games which allows users to use mouse to control a basket to catch different falling fruits for different scores and avoid sudden-appear-bombs.

moped-machine-simulation icon moped-machine-simulation

[Java] Use Objected Oriented Programming design pattern to simulate a moped machine. The program allows user interactive operation, and construct the city map based partially on real life situation.

multiple-clustering-algorithms-implementations-and-evaluations- icon multiple-clustering-algorithms-implementations-and-evaluations-

Implement and evaluate multiple clustering methods including k-means++, partitioning around medoids (PAM), clustering large application (CLARA), agglomerative hierarchical clustering using single linkage, complete linkage, average linkage, and Ward’s method

pos-tag-unsupervising-generation icon pos-tag-unsupervising-generation

[Python] Take parts of WSJ (Wall Street Journal) files and another parts of WSJ as input files. The code unsupervisingly generate POS tag for the input files

react-express-jwt icon react-express-jwt

Example NodeJS, Express, Mongoose, React app with JWT auth for beginners WITHOUT redux.

remote-software-hw1 icon remote-software-hw1

Create a GitHub repo with a text file that contains contributions from two people, myself and a classmate. HW for Remote Software lecture

simulation-and-monitoring-of-customers-queue icon simulation-and-monitoring-of-customers-queue

Simulated customer queue of a virtual consulting company by real time. Monitored properties including the queue length, each customer’s waiting time, maximal number of customers to be served, and consultant’s idle time using data structures such as linked list and queue

text-generation-webui icon text-generation-webui

A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.

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