rojinakashefi Goto Github PK

btre_project

Implementing a real estate agency using Django MVC pattern using bootstrap.

cloudcomputing

Projects of sending request to a server, how to use kubernetes, hadoop cluster, redis databse and spark.

computationalintelligence

Implemented classification of CIFAR-10 using neural networks, Heart disease recognition using Fuzzy systems and Snail Jumper game using evolution algorithm.

computerarchitecture

Learning Computer architecture

computernetworking

A project which a client will publish a message and server send it to all subscriber.

database-educationalsystemmanagement

An educational system management for managing professors, students and courses.

datamining

Data Analysis, ML and Deep Learning, Kmeans Algorithm, Regression, PCA, classification in DataMining course 2023.

datastructure

Some useful Data structure algorithms implementation.

deeplearningspecialization

Fundamental of deep learning : Neural networks, Hyper parameters, Structuring ML projects, Convolution neural networks, Sequence models.

gan-specialization

Course on GAN such as Conditional GAN, Controllable GAN, StyleGAN and CycleGAN.

graph-convolutional-network

A repository consists of text classification using GCN on FHIR dataset, node classification and label propagation.

informationretrieval

Developed a Search Engine for both phrase and free text queries on Fars persian news using concepts such as TF-IDF,inverted index, champion list.

journey-to-deeplearning

A repository of projects such as Object Localization, Image Segmentation, Neural Style Transfer, Siamese Network, GradCam, Generative Adversarial Network, Text classification using PyTorch and TensorFlow

linearalgebra

This repository consists of important Linear Algebra concepts such as SVD, Transformation, Regression, Least Square, Gaussian elimination and their usage in real life projects.

logiccircuit

Logic circuit verilog course

lwf-icarl-incremental-learning

A repository consists of incremental learning algorithm such as LwF and iCaRL on CIFAR100 dataset on ResNet architecture.

machinelearning-course

This repository consists of machine learning algorithm such as : Regression, Classification, Neural network, SVM, PCA, Clustering, Anomaly detection.

machinelearning-projects

Open-CV, mediapipe, Sklearn, PyTorch projects.

memoir44

Implementing Memoir44 game

microprocessorsassembly

A repository to learn about Microprocessors and writing codes in Assembly.

minigpt

moviereview-sentimentanalysis-pytorch

A project, which uses ROBERTA model with pyTorch for sentiment analysis on movies review

nlp-course

Basic concepts which are used in NLP such as : Language model, Neural Language model, Word embedding, Text classification, Bert, RNN, LSTM, GRU, Attention, Transformers.

operatingsystem

In this repository there is some of the most important parts of operating systems course.

othello

Implementing Othello game for learning OOP

pacman-ai

Fundamental of AI course which focuses on search, multiagents, mdp and reinforcement learning algorithms.

plantsvszombies

Plants vs zombie is a game which zombies will try to eat plants and we should stop them.

portal

Creating an online site for university works, which three type of people can use it Admin, Professors,Students.

rojinakashefi

seleniumvsbaseselenium

Using selenium and base selenium for testing web applications such as Google map.