zahrasalarian/State-Machines

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zahrasalarian/State-Machines

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Theory of Machines and Languages Project

Digital-Image-Processing-for-Medical-Applications

This repository contains projects related to various aspects of image processing, from basic operations to advanced techniques like active contours. Examples and case studies focus on applications in medical imaging.

Jupyter Notebook

Artificial-Intelligence-in-Medicine-Projects

Several small AI projects, including basic machine learning algorithms, perceptron neural networks, convolutional neural networks, and semantic segmentation.

Jupyter Notebook

betterCallSal

An R package, fetching daily Covid-19 data from Johns Hopkins University, presenting deaths, new and recovered cases by map plots and time series.

Bioinformatics-Projects

Several small Bioinformatics projects implementing related algorithms, including Semi-Global alignment, Multiple Sequence Alignment using Star-Alignment, and MSA using PSSM profiles considering Gaps.

Data-Mining-Playground

This repository contains five mini projects covering several main topics in Data Mining, such as data preprocessing, clustering and classification.

Jupyter Notebook

Information-Retrieval

A query answerer, written in Python, using the ISNA news agency database, by employing tf-idf and k-means clustering algorithms. It also classifies unlabeled news as one of the health, sports, culture, politics, and economy categories.

Jupyter Notebook

Equation-solver

A program to solve linear equations written in Python

CSP-Sudoku

CSP-Sudoku solver

DHCP-Simulation

A simple simulation of the DHCP client and server.

Persian-Poet-Prediction

An automatic Persian poet detector from poetry, using NLP algorithms and Backoff model, which identifies which poet a verse of a poem belongs to among Ferdowsi, Saadi, and Rumi.

Pong

CI-EvolutionaryGames

An intelligent game agent, implemented using an evolutionary algorithm that makes the automatic player invincible after a few generations of evolution, capable of learning several game modes.

Fuzzy-C-Means

This project involves implementing a fuzzy c-means algorithm, which is like the k-means algorithm for clustering.

Jupyter Notebook

Gender-Revealer

Snake

Same old snake game written in phyton using pygame.

Book-website

A book website written in Python with Flask

IE-assignment

zahrasalarian

Online-messaging-service

An online messaging service using Flask.

tic-tac-toe

tic-tac-toe game using minimax algorithm written in Python

AI-Search-Algorithms

Telnet-Simulation

A simple peer-to-peer telnet simulation where each system can be a client or a server.

MNIST-Handwritten-Digit-Classification

A project of classifying handwritten digits based on the MNIST dataset using a fully connected artificial neural network implemented from scratch.

Jupyter Notebook