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Name: Zhivar Sourati
Type: User
Company: USC Information Sciences Institute
Bio: Graduate Research Assistant at USC Information Sciences Institute
Location: Los Angeles
Name: Zhivar Sourati
Type: User
Company: USC Information Sciences Institute
Bio: Graduate Research Assistant at USC Information Sciences Institute
Location: Los Angeles
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.
Assignments of the Advanced NLP course offered at University of Southern California by Dr. Jon May
This assignment is about writing two (or more) linear classifiers and testing them out on multiple kinds of classification tasks. While the key models should not be difficult to implement, expect to spend some time setting up the general framework (which you will largely re-use in HW2) and considerable time investigating different classes of features that will be applicable for each of the tasks.
This assignment is about using the infrastructure you built in HW1, now applying a non-linear classifier (specifically, a one-layer feed-forward network) to the problem. The key is that we want you to implement the model by hand, without using neural network or machine learning frameworks. Here is a nice post on why such exercise of implementing your own forward and backward passes is useful. After you do this, you should compare your implementation to a PyTorch implementation (that you should also write) and to the results you got in HW1.
Standard arc implementation of dependency parsing based on the paper named "A Fast and Accurate Dependency Parser using Neural Networks"
Some useful notes regarding different subjects in Artificial Intelligence.
description of the steps required to setup and start a new angular project.
The aim of this repository is to practice and illustrate the functionality of different angular modules, for example, angular containers.
The applied plotting course offered by the University of Michigan on Coursera.
Solving n-armed-bandit problems using different policies to find the path with the least regret. The policies used in this project were policy gradient and Thompson sampling. All the environments and agents are implemented with the aid of the Amalearn library. This project was carried out as part of the Reinforcement learning master course offered at the University of Tehran under the supervision of Prof Nili.
This repository contains all the projects I have done that fall under artificial intelligence and data science.
Prediction of house prices using a fully connected Neural Network exploiting the power of feature selection with backward elimination.
A simple app to predict the bank churners based on different attributes and information available on customers.
In this repo, different configurations of Beam Search are explored as well as constrained ones
Performing sentiment classification using BERT as the model and use the feature vector it generates.
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.
A Trello-like application developed using CPP including all the functionalities included in Trello like editing boards, adding tasks, assigning tasks to people, etc.
implemented the Bricks Breaker game with RSDL library for C++
A simple chatbot using sequence to sequence model architecture.
in this project different kinds of CNN models with different number of layers and different configurations are tested and their performance are compared.
This repository contains all the projects I have done that fall under Compiler area.
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.
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.
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.
natural language processing course assignments from Coursera week to week.
This repository provides a set of suitable functions to get different data associated with users and their timelines.
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
An introduction to cycle GAN neural networks
The aim of this repository is to gather all the materials related to the Data Science course that the University of Michigan offers on Coursera. All the assignments and data files can be accessed through this repo week by week as the course goes on.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.