AylarSedaei
BSc Computer Engineering student at AUT, passionate about astronomy & cosmology, interested in applying Machine Learning methods to solve cosmology problems.
Tehran, Iran
Pinned Repositories
AI_algorithms_python_multiagents_search_on_pacman
files from Artificial Intelligence algorithms class from UC Berkeley spring 2013 using python - multi agents solution search applied to a pacman game
AUT-Passwords
Internet passwords of different facilities/buildings
aylarsedaei.github.io
cosmology-research
This repository contains all of the assignments I've done during my cosmology course.
fuzzy-inference-heart-disease
A Fuzzy Expert System for Heart Disease Diagnosis, Utilizing Input Variables to Diagnose Disease
galaxy-classification
Performing Ensemble Learning with Decision Tree Classifiers on Galactic Data Using the Hubble Classification Chart, Categorizing Galaxies into Three Types (Ellipticals, Spirals, or Galactic Mergers) Based on Observed Properties, Leveraging sklearn Library.
Galaxy-cross-matching
Galaxy Matching Techniques: Naive Cross-Matcher and Cross-Matching with k-d Trees, Aligning Galaxies from Radio Survey (AT20G BSS Catalogue) and Optical Survey (SuperCOSMOS Galaxy Catalogue).
GuessTheNumber
persian-news-search-engine
a document retrieval system utilizing positional indexing & tf-idf method.
redshift-prediction
A Regression Classifier with Decision Trees to Predict Galaxy Redshifts from Photometric Colors.
AylarSedaei's Repositories
AylarSedaei/AI_algorithms_python_multiagents_search_on_pacman
files from Artificial Intelligence algorithms class from UC Berkeley spring 2013 using python - multi agents solution search applied to a pacman game
AylarSedaei/AUT-Passwords
Internet passwords of different facilities/buildings
AylarSedaei/aylarsedaei.github.io
AylarSedaei/cosmology-research
This repository contains all of the assignments I've done during my cosmology course.
AylarSedaei/GuessTheNumber
AylarSedaei/fuzzy-inference-heart-disease
A Fuzzy Expert System for Heart Disease Diagnosis, Utilizing Input Variables to Diagnose Disease
AylarSedaei/galaxy-classification
Performing Ensemble Learning with Decision Tree Classifiers on Galactic Data Using the Hubble Classification Chart, Categorizing Galaxies into Three Types (Ellipticals, Spirals, or Galactic Mergers) Based on Observed Properties, Leveraging sklearn Library.
AylarSedaei/Galaxy-cross-matching
Galaxy Matching Techniques: Naive Cross-Matcher and Cross-Matching with k-d Trees, Aligning Galaxies from Radio Survey (AT20G BSS Catalogue) and Optical Survey (SuperCOSMOS Galaxy Catalogue).
AylarSedaei/persian-news-search-engine
a document retrieval system utilizing positional indexing & tf-idf method.
AylarSedaei/redshift-prediction
A Regression Classifier with Decision Trees to Predict Galaxy Redshifts from Photometric Colors.
AylarSedaei/M67-data-analysis
Conducted Comprehensive Data Analysis on GAIA-Collected M67 Open Cluster Stars Dataset, Deriving Key Parameters Including Luminosity, Magnitude, Mass, Central Pressure, Density, and Main Sequence Membership.
AylarSedaei/snailjumper
Applying evolutionary algorithms to train neural networks in a low-data environment of a game.