hedzd

AUT-Datamining-projects

Projects and practical assignments for data mining course at AUT, spring 2022. Projects contain main topics in data mining, such as data preprocessing, clustering, classification and assosiation rules.

bsc-thesis

BSc Thesis Implementation, A skeleton-based human action recognition with the help of 2D pose estimation

Fruit-360-classification

Classifying fruits on the Fruit-360 dataset by creating a fully connected artificial neural network from scratch.

Fuzzy-inverted-pendulum

Implementation of Inverted Pendulum with Fuzzy Expert System.

NeuroevolutionGame

Evolutationary game with genetic algorithm and neural network

Recommender-Systems

Implementation and analysis of three recommendation algorithms (Naive Approaches, UV matrix decomposition, and Matrix Factorization) on the MovieLens dataset

RNN-Based-Arithmetic-Operation

Implementation of RNNs and LSTM networks for arithmetic operations on integers, demonstrating encoder-decoder models' effectiveness with text and image inputs.

Sequence-Labeling

Sequence Labeling with Hugging Face Transformers on the W-NUT dataset

VFH-Obstacle-Avoidance

A mobile robot controller implemented to avoid obstacles and move towards a specific goal.

Wall-Follower-Controller

A ROS package PID controller for exploring maze and constructing map

hedzd/NeuroevolutionGame

Evolutationary game with genetic algorithm and neural network

hedzd/Fruit-360-classification

Classifying fruits on the Fruit-360 dataset by creating a fully connected artificial neural network from scratch.

hedzd/VFH-Obstacle-Avoidance

A mobile robot controller implemented to avoid obstacles and move towards a specific goal.

hedzd/Fuzzy-inverted-pendulum

Implementation of Inverted Pendulum with Fuzzy Expert System.

hedzd/Wall-Follower-Controller

A ROS package PID controller for exploring maze and constructing map

hedzd/AUT-Datamining-projects

Projects and practical assignments for data mining course at AUT, spring 2022. Projects contain main topics in data mining, such as data preprocessing, clustering, classification and assosiation rules.

hedzd/HepaticVessel

2D Segmentation for Medical Decathlon Hepatic vessels Dataset

hedzd/sentiment-analysis

A sentiment analysis model for movie reviews, using NLP bigram and unigram algorithms and Backoff model, which identifies whether a comment is positive or negative.

hedzd/Tooth-Numbering

An object detection project using Detectron2

hedzd/AI-search-algorithms

hedzd/genetic-algorithm

Genetic algorithm to evolve an AI agent that is capable to pass some different levels of super mario game.

hedzd/bsc-thesis

BSc Thesis Implementation, A skeleton-based human action recognition with the help of 2D pose estimation

hedzd/Recommender-Systems

Implementation and analysis of three recommendation algorithms (Naive Approaches, UV matrix decomposition, and Matrix Factorization) on the MovieLens dataset

hedzd/RNN-Based-Arithmetic-Operation

Implementation of RNNs and LSTM networks for arithmetic operations on integers, demonstrating encoder-decoder models' effectiveness with text and image inputs.

hedzd/Sequence-Labeling

Sequence Labeling with Hugging Face Transformers on the W-NUT dataset

hedzd/backend-assignment

hedzd/Bioinformatics-Projects

Mini projects for bioinformatics course at AUT, spring 2022.

hedzd/frontend-assignment

hedzd/hedzd.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

hedzd/http-assignment

hedzd/MegaCRN-Urban-Flow-Prediction

Course project for Urban Computing course @ LIACS

hedzd/Search-Engine

Persian Search Engine, Final project for Information Retrieval Course

hedzd/swapi

hedzd/Thesis-project