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kevingalacha's Projects

3d-bedroom icon 3d-bedroom

A bedroom designed using OpenGL (gl, glu, glut libraries). Lighting is applied. No texture is applied.

ai-flappybird icon ai-flappybird

FlappyBird Using Genetic Algorithm and Neural Networks: In this project, we have implemented an AI for the Flappy Bird which makes the computer play the game much more efficient as compared to what a normal human being can do. We have achieved these goals using Genetic Algorithms with an underlying Neural Network Architecture. You can see this project in youtube: https://youtu.be/IWwaMLeiYp4 . Implmentation: 1) Neural Network: we have neural network with five nodes, one for Bird Position and one for Velocity and one for Distance between next pipe and one for Upper pipe height and finally for Lower pipe height. There is one output means perform flap and else do nothing and without any hidden layer. Each node uses the sigmoid function as its activation function. 2) Genetic Algorithm: We sort the individuals of the current generation in decreasing order of their fitness values, then we get top 25% directly to the next generation. Then we do cross-over and add them to next generation. References: https://www.cse.iitb.ac.in/~aviral/reportFlappy.pdf https://medium.com/towards-data-science/neural-network-plays-flappy-bird-e585b1e49d97

ai-informed-and-noninformed-search icon ai-informed-and-noninformed-search

Project in Artificial Intelligence JAVA using different search techniques for search algorithms using ( Depth First, Breadth First, Uniform Cost, Iterative, Greedy and A*). there is a PDF file indicating how to run the program and more details about it.

aicomputervision icon aicomputervision

This project contains various computer vision and AI related python scripts

apisamples icon apisamples

Octopus/Octoparse Api samples to extract data and operate tasks (advanced features).

arduino-pro-ide icon arduino-pro-ide

The Arduino IDE for advanced users and developers. Experimental alpha version.

aris_ussd icon aris_ussd

USSD is similar to Short Message Service (SMS). USSD uses codes made up of the characters that are available on a mobile phone. ... USSD can be used for Wireless Application Protocol (WAP) browsing, mobile money services, prepaid callback service, menu-based information services and location-based content services.

artificial-intelligence icon artificial-intelligence

My submission for a project in an Artificial Intelligence course. The idea was to create an AI that could play the Numbrix game as fast as possible. Numbrix is a game where you are given an n x n game board with some numbers already filled in on it. The AI must fill in the rest of the numbers on the board so that a path from 1 to n x n is created. An explanation of my solution can be found in FinalReport.pdf

binary_search_trees icon binary_search_trees

In this second year Computer Science assignment, in the Data Structures module, our task was to compare the time complexity of the Binary Search Tree and AVL Tree search algorithms. The results are detailed in the 'report.pdf ' document.

bully-algorithm icon bully-algorithm

In distributed computing, the bully algorithm is a method for dynamically electing a coordinator or leader from a group of distributed computer processes. The process with the highest process ID number from amongst the non-failed processes is selected as the coordinator.

bully-algorithm-1 icon bully-algorithm-1

Java implementation of the Bully algorithm for leadership election, complete with failure simulation for testing.

chatbot icon chatbot

This is a basic chatbot application. The user can talk to the bot by typing or selecting predefined options. The bot searches for keywords, if it finds them, it responds with a predefined answer. The chatbot closes when the close button is clicked, or clicked outside the chatbot. The project is initialized entirely in a script.

cockroach icon cockroach

CockroachDB - the open source, cloud-native distributed SQL database.

computer-vision icon computer-vision

A project made for 3D PUB Summer School 2021 in python. A game in python made with some AI that generates a decision tree both in pdf and png formats.

congruency_puzzle_ai icon congruency_puzzle_ai

A gui implementation of a puzzle to find six congruent parts in an un-ordered set of tiles. The gui was implemented in ktinker and the Depth First Search algorithm was implemented in C++ to solve the puzzle. It seems that depth first search is one of the most straight forward method to implement this puzzle. For more on this, read report.pdf and if you find a new way to do it, please write me at [email protected]

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