Rıza ÖzçelikinTowards Data ScienceA Very Friendly Starting Guide for Terminal and GitTerminal and Git are fundamental tools to develop software projects and here is a simple, practical, and very friendly starting guide·6 min read·May 17, 2022--1--1
Rıza ÖzçelikBoğaziçi Üniversitesi Bilgisayar Mühendisliği’ni Niye Çok Seviyorum?Hoşgeldin! Sana biraz Boğaziçi Üniversitesi Bilgisayar Mühendisliği’nin (kısaca BOUN-CMPE) güzelliklerinden bahsetmek istiyorum. Ama önce…4 min read·Aug 7, 2021----
Rıza ÖzçelikinTowards Data ScienceRegression Trees from Scratch in 30 lines of PythonWe describe and implement regression trees to predict house prices in Boston.·5 min read·May 16, 2020--1--1
Rıza ÖzçelikinTowards Data ScienceUsing GraphSAGE to Learn Paper Embeddings in CORAHere we use stellargraph library to learn paper embeddings on CORA via GraphSAGE algorithm.·4 min read·Dec 29, 2019----
Rıza ÖzçelikinTowards Data ScienceEDA on Graphs via networkxExploring OntoBiotope Habitat Taxonomy with networkx library·5 min read·Dec 11, 2019----
Rıza ÖzçelikinTowards Data ScienceSolving Minimum Path Cover on a DAGWe discuss an algorithm to find a minimum path cover on a DAG.·6 min read·Nov 25, 2019----
Rıza ÖzçelikinTowards Data ScienceA*: Adding Heuristics to DijkstraA* speeds up the well-known Dijkstra algorithm by leveraging heuristics.·5 min read·Nov 23, 2019----
Rıza ÖzçelikinTowards Data ScienceAn Intuitive Explanation of EmbedSMost GDL techniques ignore the semantics of the network. EmbedS aims to represent semantic relations as well.·5 min read·Nov 13, 2019----
Rıza ÖzçelikinTowards Data ScienceAn Intuitive Explanation of NeoDTINeoDTI is a task-specific node embedding learning algorithm for link prediction on heterogeneous networks.·6 min read·Oct 28, 2019----
Rıza ÖzçelikinTowards Data ScienceAn Intuitive Explanation of GraphSAGEInductive learning is useful in dynamic datasets. Here we discuss an inductive learning algorithm on graphs.·5 min read·Oct 22, 2019--3--3