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ai-search-algorithms

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.

backend-assignment

bioinformatics-projects

Mini projects for bioinformatics course at AUT, spring 2022.

bsc-thesis

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

frontend-assignment

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.

genetic-algorithm

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

hedzd.github.io

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

hepaticvessel

2D Segmentation for Medical Decathlon Hepatic vessels Dataset

http-assignment

megacrn-urban-flow-prediction

Course project for Urban Computing course @ LIACS

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.

search-engine

Persian Search Engine, Final project for Information Retrieval Course

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.

sequence-labeling

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

swapi

thesis-project

tooth-numbering

An object detection project using Detectron2

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