Rojina Kashefi's repositories
DeepLearningSpecialization
Fundamental of deep learning : Neural networks, Hyper parameters, Structuring ML projects, Convolution neural networks, Sequence models.
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.
MachineLearning-Course
This repository consists of machine learning algorithm such as : Regression, Classification, Neural network, SVM, PCA, Clustering, Anomaly detection.
Graph-Convolutional-Network
A repository consists of text classification using GCN on FHIR dataset, node classification and label propagation.
PlantsVsZombies
Plants vs zombie is a game which zombies will try to eat plants and we should stop them.
BTRE_project
Implementing a real estate agency using Django MVC pattern using bootstrap.
ComputationalIntelligence
Implemented classification of CIFAR-10 using neural networks, Heart disease recognition using Fuzzy systems and Snail Jumper game using evolution algorithm.
Database-EducationalSystemManagement
An educational system management for managing professors, students and courses.
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.
LwF-iCaRL-Incremental-Learning
A repository consists of incremental learning algorithm such as LwF and iCaRL on CIFAR100 dataset on ResNet architecture.
SeleniumVsBaseSelenium
Using selenium and base selenium for testing web applications such as Google map.
Adversarial-Robustness
Learning Adversarial Robustness in Machine Learning both Theory and Practice.
CloudComputing
Projects of sending request to a server, how to use kubernetes, hadoop cluster, redis databse and spark.
DataMining
Data Analysis, ML and Deep Learning, Kmeans Algorithm, Regression, PCA, classification in DataMining course 2023.
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
LogicCircuit
Logic circuit verilog course
rojinakashefi.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
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.
ComputerArchitecture
Learning Computer architecture
ComputerNetworking
A project which a client will publish a message and server send it to all subscriber.
DataStructure
Some useful Data structure algorithms implementation.
GAN-Specialization
Course on GAN such as Conditional GAN, Controllable GAN, StyleGAN and CycleGAN.
MachineLearning-Projects
Open-CV, mediapipe, Sklearn, PyTorch projects.
MicroprocessorsAssembly
A repository to learn about Microprocessors and writing codes in Assembly.
MovieReview-SentimentAnalysis-PyTorch
A project, which uses ROBERTA model with pyTorch for sentiment analysis on movies review
OperatingSystem
In this repository there is some of the most important parts of operating systems course.
user-info-on-github
A mini project for web development course which fetches information such as Name, Location, Blog, Bio, and favorite language of a user from GitHub.