ZahraAlimirzaee's repositories
enhanced-graywolf
This project is done to implement Article "A Novel Clustering Method Using Enhanced Grey Wolf Optimizer and MapReduce", which is used to improve the gray wolf algorithm to reduce data volume.
SwarmIntelligence
In this course, many algorithms related on this topic, such as: Genetic Algorithms (GA) - Ant Colony Optimization (ACO) - Particle Swarm Optimization (PSO) - Artificial Bee Colony (ABC) - Grasshopper Optimization algorithm (GOA) - gravitational search algorithms - and many other algorithms Has been taught.
bigdata-courses
In this section, I have included the projects that I have done for my Big Data university course
BigData_FinalProject
This project is originally Stanford Universities project "CS230" for fall 2020. in this section I Used StyleGAN Image Encoder for Face Editing.
MachineLearningCourse
In this course, the basic machine learning algorithms were taught. These algorithms include topics such as: decision tree, Naive Bayes algorithm , Linear Regression, Logistic Regression, Support Vector Machine, K-Nearest Neighbors, K-Means, Random Forest and so on.
Netflix-Movie-Recommendation-System
A Machine Learning Case Study for Recommendation System of movies based on collaborative filtering and content based filtering.
nlp
bigram and unigram, Word2Vec, word sense ambiguity using BERT, Chatbot based on Transformer