zhpinkman
Graduate Research Assistant at USC Information Sciences Institute
USC Information Sciences InstituteLos Angeles
Pinned Repositories
Advanced-Programming
This repository contains all the projects that were carried out as part of the Advanced Programming course offered at the University of Tehran under the supervision of Dr. Khosravi.
Advanced_NLP_course_HW3
Standard arc implementation of dependency parsing based on the paper named "A Fast and Accurate Dependency Parser using Neural Networks"
artificial-intelligence-data-science
This repository contains all the projects I have done that fall under artificial intelligence and data science.
CBR
Neural-Networks
The aim of this repository is to include all the projects I have done that fall under Neural Networks.
permutation-tests
The aim of this project is to apply different permutation tests on different datasets alongside checking their accuracy and flaws. This project was part of my thesis under the supervision of Dr. Bahrak at the University of Tehran.
realtime-propeller-led-display
This is an online propeller display we built for our Real-Time Embedded Systems course project.
Reinforcement-Learning
This repository contains all the projects that I have done that fall under the Reinforcement Learning area. The projects are part of the graduate course RL offered at the University of Tehran under the supervision of Prof. Nili
sentiment-analysis-digikala
A simple sentiment analysis model trained on the Digikala comments and also Fasttext for better accuracy.
summarization_t5
A simple fine tuning of mT5 for summarization
zhpinkman's Repositories
zhpinkman/realtime-propeller-led-display
This is an online propeller display we built for our Real-Time Embedded Systems course project.
zhpinkman/Advanced-Programming
This repository contains all the projects that were carried out as part of the Advanced Programming course offered at the University of Tehran under the supervision of Dr. Khosravi.
zhpinkman/Compiler
This repository contains all the projects I have done that fall under Compiler area.
zhpinkman/WhileLang-Observer-Pattern
This project contains implementation of the observer-pattern for a predefined language named WhileLang to illustrate the usage of this pattern in compliers and generate the AST that is being generated traversing the tree. The implementation was carried out in the Compiler Course under the supervision of Dr. Hojjat.
zhpinkman/BERT-sentiment-classification
Performing sentiment classification using BERT as the model and use the feature vector it generates.
zhpinkman/bitcoin-price-prediction
The aim of this project is the prediction of the bitcoin price using different recurrent models and designs in neural networks such as LSTM, GRU, etc.
zhpinkman/CNN
in this project different kinds of CNN models with different number of layers and different configurations are tested and their performance are compared.
zhpinkman/Computer-Architecture
This repository contains all the projects I have done that fall under Computer Architecture offered at the University of Tehran under the supervision of Dr. Safari.
zhpinkman/contact-app
A simple Contact application implemented in C++ language as part of the Advanced Programming course under supervision of Dr. Khosravi. There are different functionalities implemented such as deletion, addition, searching, and updating the user profiles.
zhpinkman/course-schedule-checker
A simple app developed in cpp that can schedule and check for any collision or overlap in the schedule provided. This project was part of the course I did as a teacher assistant in the Advanced Programming course offered at the University of Tehran under the supervision of Dr. Khosravi.
zhpinkman/Cyber-Physical-Systems
This repo contains all the projects that have been carried out in the course of the cyber-physical systems offered at the University of Tehran
zhpinkman/cycle-gan
An introduction to cycle GAN neural networks
zhpinkman/ftp-server
An FTP server capable of providing users with all the functionalities that a regular FTP server must have.
zhpinkman/Hotel-Manager-App
A hotel manager app consists of different phases, namely, logic implementation, artificial intelligence, and web application development.
zhpinkman/memory-neural-networks
This repository contains some of the well-known structures and designs for making memory neural networks.
zhpinkman/Minmax_Player
A simple minMax player implemented in python to illustrate the strength of this model not being a myopic player.
zhpinkman/naive-bayes-classifier
This repo contains all the projects that I have done with the aid of naive-bayes classification algorithm.
zhpinkman/Network
The aim of this repository is to gather all the projects I've done that fall under the networks and network security area.
zhpinkman/neural-network
Implementation of a simple neural network with two hidden layers from scratch containing all the mathematics involved.
zhpinkman/OAUTH-client
A simple client for illustration of the OAUTH usage done in the Network Security course under the supervision of Dr. Sayyad.
zhpinkman/object-detection-segmentation
An introduction to object detection and segmentation using Yolo and U-net models.
zhpinkman/Online-Laboratory
An Online Laboratory app developed in the spring-boot framework.
zhpinkman/Operating-Systems
This repository contains all the relevant projects I carried out in Operating Systems course offered at the University of Tehran under the supervision of Dr. Kargahi.
zhpinkman/p2p-network
A Peer to Peer (P2P) network implementation.
zhpinkman/random-forest
Applying random forest and bagging on a dataset containing patients with their individual health information.
zhpinkman/ryu-controller
zhpinkman/searching-algorithms
In this project, different searching algorithms were examined such as A*, BFS, IDS, and DFS to help a packman gather all the foods in a grid map.
zhpinkman/Software-Testing
The aim of this repository is to gather all the projects I have done that fall under the Software Testing area
zhpinkman/tcp-congestion-control
In this project different congestion control mechanisms are compared and the results are presented.
zhpinkman/unsupervised-learning
In this repo, different unsupervised learning methods were thoroughly explored.