Ramazan Turan

@ramazantrn

Machine Learning Dev

Joined July 2025

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Ramazan Turan's blogs

BERT Anime Recommendationanimerecbert.hashnode.dev1 post

Anime Ratings Dataset for Researchanimeratingsdataset.hashnode.dev1 post

Attention Is All You Need Implementationtransformerpaperimplemention.hashnode.dev1 post

Parameter Reduction in ResNeXtresnextparameterreduction.hashnode.dev1 post

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Recently published

resnextparameterreduction.hashnode.dev

Exploring Parameter Reduction in ResNeXt Architectures

Normal Convolution/Grouped Convolution ResNeXt introduces a simple and highly effective architectural innovation to convolutional neural networks: cardinality, the number of parallel paths or groups within a convolutional layer. Unlike traditional me...

Jul 18, 20253 min read

transformerpaperimplemention.hashnode.dev

End To End Paper Implementation “Attention Is All You Need”

In this article, I present an end-to-end implementation of the paper “Attention is All You Need”, along with selected quotes from the paper. This article focuses only on implementation. For a more explanatory and conceptual guide, I recommend the fol...

Jul 18, 202515 min read

animeratingsdataset.hashnode.dev

5 Million Anime Lists Collected from MyAnimeList, Anilist, and Kitsu — A Massive Dataset for Research

2025 Over the course of approximately 2 months, I collected anime list data from over 5 million users across three major platforms: MyAnimeList, AniList, and Kitsu. To ensure data quality and relevance, I filtered out users with fewer than 5 entries ...

Jul 18, 20252 min read

animerecbert.hashnode.dev

Building AnimeRecBERT: How I Used BERT to Create a Personalized Anime Recommendation System

Web Demo: animerecbert.online I wanted to build an anime recommendation system and came across a GitHub repo that used BERT trained on the MovieLens dataset. The impressive results it achieved inspired me to adapt the approach for anime recommendatio...

Jul 7, 20252 min read

Ramazan Turan

About

Available for

Ramazan Turan's blogs

Recently published

Exploring Parameter Reduction in ResNeXt Architectures

End To End Paper Implementation “Attention Is All You Need”

5 Million Anime Lists Collected from MyAnimeList, Anilist, and Kitsu — A Massive Dataset for Research

Building AnimeRecBERT: How I Used BERT to Create a Personalized Anime Recommendation System

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Ramazan Turan

About

Available for

Ramazan Turan's blogs

Recently published

Exploring Parameter Reduction in ResNeXt Architectures

End To End Paper Implementation “Attention Is All You Need”

5 Million Anime Lists Collected from MyAnimeList, Anilist, and Kitsu — A Massive Dataset for Research

Building AnimeRecBERT: How I Used BERT to Create a Personalized Anime Recommendation System