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8-puzzle-solver

8 - Puzzle solved by A* with heuristics and BFS (Breadth First Search) algorithms. GUI developed in Java, Eclipse project.

advanced-os-final-presentation

Advanced Operating Systems - Final Project Presentation

advanced-os-final-report

Final Report - Advanced Operating Systems

ant-colony-tsp

Solving Travelling Saleman Problem: Comparison between Ant Colony algorithm, Genetic algorithm and Bitmask dynamic programming (only for small cases)

caro-3.0

Game Caro version 3.0 in Java. Human vs Machine. Artificial Intelligence. Another name: Tic-tac-toe N x N table.

dirichlet_process

Dirichlet Process and Latent Dirichlet Allocation

dk-series

Application of dK-series into molecular energy regression. Reference: "Systematic Topology Analysis and Generation Using Degree Correlations". ACM SIGCOMM, September 2006.

fourier-transform-library

Fourier Transform Library (MATLAB interface based on C++ implementation): DFT 1d, DFT 2d, FFT 1d, FFT 2d, DCT 2d, JPEG (without lossless compression), fast polynomial multiplication, fast integer multiplication, etc.

fractal

Julia Set and Mandelbrot Set - Java (with GUI) - NetBeans project

gaussian-elimination

Gaussian (Gauss-Jordan) elimination algorithm to solve system of linear equations, find inverse and compute determinant

genetic-algorithm-tsp

Genetic Algorithm to solve Travelling Saleman Problem. Database: VLSI

graphflow

Deep Learning framework in C++/CUDA that supports symbolic/automatic differentiation, dynamic computation graphs, tensor/matrix operations accelerated by GPU and implementations of various state-of-the-art graph neural networks and other Machine Learning models including Covariant Compositional Networks For Learning Graphs [Risi et al]

handwriting-recognition

Continuous (free-style, cursive) and separated (character by character) optical character recognition. Algorithms: Neural Network (Multilayer Perceptron) and Dynamic Programming to find the word with maximum probability.

huffman-code

Huffman code compression with my own binary file format definition.

hychat-1.0

HyChat version 1.0: Multi-threaded (Multi-user) chatting program in Java with Socket programming

hysonlab.github.io

HySonLab

invariantgraphnetworks-pytorch

A PyTorch implementation of The ICLR 2019 paper "Invariant and Equivariant Graph Networks" by Haggai Maron, Heli Ben-Hamu, Nadav Shamir and Yaron Lipman https://openreview.net/forum?id=Syx72jC9tm. The official TensorFlow implementation is at https://github.com/Haggaim/InvariantGraphNetworks.

isu-cs-685

ISU CS 685 - Software Project (Fall 2023)

knight-tour-neural-network

Knight's Tour problem (circle and route) solved by Neural Network and Back Tracking algorithm with Warnsdorf's rule heuristics. Language: C++. Visualization: Java.

knn-mnist

K-Nearest Neighbor with MNIST database. Graphical User Interface in Java. Eclipse project.

label-propagation

Label Propagation, Maximum Flow / Minimum Cut on the Karate Network

learning-sparse-graphical-models

libccns

Covariant Compositional Networks Library is an easy-to-use and efficient implementation of Covariant Compositional Networks (CCNs) with TensorFlow and PyTorch's APIs based on a shared common C++ core.

lzw-java

LZW compression with my own binary file format definition.

may-2019-reading

ICLR 2019 papers

mgvae

Multiresolution Equivariant Graph Variational Autoencoder (MGVAE) https://arxiv.org/abs/2106.00967

mlg19

15th International Workshop on Mining and Learning with Graphs

mlp-java

Multi-Layer Perceptron (Feed-Forward Artificial Neural Network) Library in Java. Support: Stochastic and batch learning, Sigmoid activation function and learning through Back-propagation

molecular-clustering

Molecular Clustering - Final Project - TTIC 31220 - Unsupervised Learning and Data Analysis

n-queens

N-Queens (N xN chess table) problem solved by Genetic/Evolutionary Algorithm and Back-Tracking Algorithm in Java.