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 guideMay 17, 20221May 17, 20221
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…Aug 7, 2021Aug 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.May 16, 20201May 16, 20201
Rıza ÖzçelikinTowards Data ScienceUsing GraphSAGE to Learn Paper Embeddings in CORAHere we use stellargraph library to learn paper embeddings on CORA via GraphSAGE algorithm.Dec 29, 2019Dec 29, 2019
Rıza ÖzçelikinTowards Data ScienceEDA on Graphs via networkxExploring OntoBiotope Habitat Taxonomy with networkx libraryDec 11, 2019Dec 11, 2019
Rıza ÖzçelikinTowards Data ScienceSolving Minimum Path Cover on a DAGWe discuss an algorithm to find a minimum path cover on a DAG.Nov 25, 2019Nov 25, 2019
Rıza ÖzçelikinTowards Data ScienceA*: Adding Heuristics to DijkstraA* speeds up the well-known Dijkstra algorithm by leveraging heuristics.Nov 23, 2019Nov 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.Nov 13, 2019Nov 13, 2019
Rıza ÖzçelikinTowards Data ScienceAn Intuitive Explanation of NeoDTINeoDTI is a task-specific node embedding learning algorithm for link prediction on heterogeneous networks.Oct 28, 2019Oct 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.Oct 22, 20193Oct 22, 20193
