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atlas_game

its a terminal based atlas game which you can play in your free time against the computer. please feel free to contribute to its GUI

cancerdetection

This project builds and trains a Support Vector Machine (SVM) model using human cell records, and classify cells to whether the samples are benign or malignant.

catsvdogs

This is a Machine learning model using Pytorch, used for identifying if a particular image is a cat or dog. This algorithm uses a convoluted neural network model.

co2emissions

Prediction of the Carbon dioxide emission of an unknown car using multiple simple linear regression

customerchurn

Creates a model for a telecommunications company to predict whether its customers would leave for a competitor using logistic regression. It also reports the out of sample accuracy using the Jaccard score and log_loss.

extruct

Extract embedded metadata from HTML markup

ir2022_a2_45

ir2022_project_8

pacman-pygame-

plantsvszombies

A Plants vs zombies game with 5 levels of varying difficulties. It was made using JavaFX as back end and CSS as front end.

predictionwinningbasketball

This project loads a historical data set from previous seasons of college basketball, cleans the data, and applies different classification algorithms like KNN, SVM, Logistic Regression to the data. The results are reported as the accuracy of each classifier using metrics like Jaccard index, F1-score and log loss.

propertyanalysisip

tictactoe-tkinter

tictactoebot-qt-

A simple Tic Tac Toe AI bot implemented using minimax algorithm