liliansteven

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.

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

A* Algorithm for the snake game.

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.

Data-science-deploma

Documenting my small journey into data science field along 2 months

Document-generator-and-TF-IDF-implementation

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.

liliansteven/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.

liliansteven/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.

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

A* Algorithm for the snake game.

liliansteven/GDSC-ML-Workshop-23

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

liliansteven/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.

liliansteven/CPU-Scheduling-Simulation

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

liliansteven/Data-Science-Case-Studies

Data Science Case Studies for computer science students.

liliansteven/Document-generator-and-TF-IDF-implementation

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

liliansteven/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.

liliansteven/Codeforces-GYMS-Solution

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

liliansteven/CP-Templates

Competitive Programming Templates

liliansteven/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.

liliansteven/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.

liliansteven/Employee-Salaries-analysis-project

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

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

liliansteven/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.

liliansteven/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.

liliansteven/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.

liliansteven/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.

liliansteven/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.

liliansteven/LeNet5-implementation

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

liliansteven/liliansteven

liliansteven/Movie-Review-Classification

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

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

7-Segment Display Implementation using Arduino and Proteus

liliansteven/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.

liliansteven/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.

liliansteven/VGG16-and-ResNet50-implementation

liliansteven/Word-Embeddings-and-Similarity-Measures

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