Repositories extracted from my github repostiries Stochastic Processes Homework Solutions for Stochastic Processes Course as Computer Science B.Sc. Student at Department of Mathematical Sciences, Sharif University of Technology Token Swap Dapp None P2PKH Address Generator Generate custom P2PKH Bitcoin addresses with specified characters using Python. This project includes a robust algorithm for address generation with customizable options for developers and enthusiasts. Data Visualization A curated collection of innovative data visualization projects Simple Messanger simple chat application implemented in Python using a server-client architecture with groups and channels Iterative Methods for Eigenvalue Problem Applying Diffrenet iterative methods to find some specific (smallest or largest) eigen values Fluxomic Prediction Applying implicit deep learning and convex optimization layers to infer metabolic fluxes from gene expression data Image Captioning RNN Image Captioning using Recurrent Neural Networks on Flickr images with pretrained ResNet50 model features. COVID 19 Autoencoder Using Autoencoder in keras as a nonlinear dimensionality reduction method to encode COVID-19 patients data Handwritten Digit Classification Handwritten Digit Classification on MNIST dataset using Conventional Neural Network in PyTorch Galaxy Classifier Classifing galaxy images using a MLP Model with PyTorch Ada Boost Implementation implementing AdaBoost from scratch and comparing it with Scikit-Learn's implementation along with exploring concept of early stopping and weighted errors in boosting algorithms. Face Recognition Face recognition using Eigen faces, PCA and support vector machines Decision Tree Implementation Implementing Decision Tree Classifer from scrath and then train it on breast cancer dataset from the University of Wisconsin Hospitals Credit Risk Prediction Predicting credit risk when a person requests for loan using random forest on south German dataset (fixing imbalanced data) Water Treatment Plant Categorizing the plant's operation state using sensor data suing SVMs. Bike Sharing Trends Predicting bike sharing trends using classic machine learning methods (linear regression, decision tree) Tasnim News Classification Text classification for news articles sourced from an Iranian newspaper including data exploration, text preprocessing, vectorization, train-test data splitting, and machine learning model training. Introduction To Bioinformatics Homework Solutions for Introduction to Bioinformatics Course as Computer Science B.Sc. Student at Department of Computer Engineering, Sharif University of Technology Statistical Learning Homework Solutions for Statistical Learning Course as Computer Science B.Sc. Student at Department of Mathematical Sciences, Sharif University of Technology Numerical Analysis Homework Solutions for Numerical Analysis Course as Computer Science B.Sc. Student at Department of Mathematical Sciences, Sharif University of Technology Introduction To Machine Learning Introduction to Machine Learning, for B.Sc. Students, Industrial Engineering Department, Sharif University of Technology Design Algorithms Homework Solutions for Design Algorithm Course as Computer Science B.Sc. Student at Department of Mathematical Sciences, Sharif University of Technology Breast Cancer Prediction Breast Cancer survival analysis using Machine Learning costumerDataPlatform None Map Reduce examples Map Rduce Examples using pure Scala and Then using Spark Os Task Manager a context switching simulation of operation system supporting every context switching algorithms and deadlock prevention methods Simple Calculator Server Clinet A simple calculator with clinet and server using socket and javafx gui with jfoenix beautiful design Ants Colony Ants Coloney multi-processing app UDP Pinger a Simple UDP Pinger using python Dinning Philosophers Implenting Dinning Philosophers problem in a client-server style with nice GUI using java and javafx Sea Battle classic Sea battle game implemented using Java socket, Javafx, Hibernate ORM WE A social app for postint and messaging using java , javafx,hibernate ORM Arkanoid classic arkanoid game using java and swing
