Lilian Stephanos's repositories
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.
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
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.
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.
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.
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.
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.
Emotion-Recognition-with-Deep-Learning-Models-and-Genetic-Optimizer
This repository encapsulates the research findings on emotion recognition through facial expressions using ResNet50 and VGG16 models coupled with a genetic optimizer.
Employee-Salaries-analysis-project
This GitHub repository contains a comprehensive analysis of an employee salaries dataset.
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.
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.
Word-Embeddings-and-Similarity-Measures
This repository contains preprocessing and analyzing document similarity using Word2Vec embeddings, various similarity measures, and different visualization techniques.