liliansteven

Building-An-Artificial-Intelligence-Snake-Game-in-Python

A* Algorithm for the snake game.

GDSC-ML-Workshop-23

This repository contains a practical application of machine learning In Machine Learning Workshop at GDSC

Movie-Recommendation-System-using-flask-and-Heroku

Build a basic Content-Based Movie Recommendation System and make an API using Flask and deploy it to Heroku.

Arduino-Calculator-implementation-with-Proteus-Simulation

This repo has an Arduino project for a basic calculator using a 4x4 keypad and an LCD. It also includes an Atmega328p Proteus simulation to test the circuit without physical components.

Competitive-Programming--Solution

This is an public repository for Accepted solutions of coding problems on different coding platforms like codeforces , hackerearth, codechef , hackerrank .......

CPU-Scheduling-Simulation

the second assignment is about Simulating the CPU Scheduling algorithms using Java.

Data-Science-Case-Studies

Data Science Case Studies for computer science students.

Document-generator-and-TF-IDF-implementation

HTML-Text-Processing-and-Unique-Words-Extraction

Applying-Linear-regression-with-gradient-descent-and-MSE-loss-function-from-scratch

This's my solution to task 3 in the Supervised Learning course taken during the 2023 second semester.

Breast-Cancer-Diagnosis-KFold-and-RF-with-96-accuracy

Welcome to my second DS project also my first notebook on kaggle. In this notebook, I explore the Breast Cancer dataset and develop an RF model to try classifying suspected cells as Benign or Malignant. after using K-fold cross-validation with logistic regression, RF, SVM, and KNN to check the best model for my dataset.

Codeforces-GYMS-Solution

This repository is containing all 2-star gyms with my accepted solution

CP-Templates

Competitive Programming Templates

Auto-Encoders-Image-Denoising

RGB Image denoising using AutoEncoder, Principal Component Analysis (PCA), and Neural Network (NN) as input layers. The goal is to compare their performance and present comprehensive results.

Employee-Salaries-analysis-project

This GitHub repository contains a comprehensive analysis of an employee salaries dataset.

Entropy-Based-Fuzzy-Clustering-algorithm-implemented-from-scratch-with-PCA

Generative-Adversarial-Networks-College-Course

This's my solution to All Assignment and Lab tasks in the GANs course taken during the 2024 first semester.

image-compression-and-decompression-using-PCA-implemented-from-scratch

Repository showcasing image compression with PCA for grayscale and colored images, featuring manual PCA implementation and eigenface exploration.

Implementing-the-K-fold-cross-validation-method-with-Logistic-Regression-from-scratch-

This's our solution to Assignment 1 in the Supervised Learning course taken during the 2023 second semester.

Implementing-the-Perceptron-algorithm-and-Adaline-algorithm-from-scratch

This's our solution to task 4 in the Supervised Learning course taken during the 2023 second semester.

Inception-Model-Implementation

This repository contains the implementation of the Inception model from scratch and the pretrained V3 model, both used on the flower dataset.

LeNet5-implementation

This is an implementation of the LeNet-5 architecture on the Cifar10 and MNIST datasets.

liliansteven

my-solutions-to-Colin-Galen-s-Topic-Stream-on-codeforces-website-

This repository is my solution to Colin Galen's topic streams, I'm thankful for his explanation. most of his streams are about Dynamic Programming, Trees, Combinatorics, Constructive Problems, Dynamic Programming Optimizations (Segment Tree, Convex Hull Trick), Graphs, Bitwise Operations, Number Theory

OS-assignment-Producer-Consumer-Problem-using-Semaphores-

Our Project for the Operating Systems course taken during fall 2023 semester.

seven-segment-implementation-using-arduino-and-Proteus

7-Segment Display Implementation using Arduino and Proteus

Supervised-Machine-Learning-College-Course

This's my solution to All Assignment and Lab tasks in the Supervised Learning course taken during the 2023 second semester.

Variational-Autoencoder-and-Conditional-Variational-Autoencoder-for-Image-Generation

This repository trains VAE and CVAE on a clothing dataset to generate new images, as well as a UI with sliders.

VGG16-and-ResNet50-implementation

Word-Embeddings-and-Similarity-Measures

This repository contains preprocessing and analyzing document similarity using Word2Vec embeddings, various similarity measures, and different visualization techniques.