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  • Japan

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Achievements

Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2

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Ferretelic/README.md

Hi there, I'm Ferretelic!

🛠️ Tech Stack

Python PyTorch NumPy Pandas Docker Git Linux

🚀 Featured Projects

📍 Google Maps Recommender System

A recommender system for Google Maps using LightGCN.

  • Dataset: 660M+ reviews from Google Local Data.
  • Tech: PyTorch, Hydra, MixGCF, SimGCL.
  • Highlights: Implemented custom graph convolution layers and achieved significant improvements in Recall@20 and NDCG@20.

🎬 Movie Lens Recommender System

A recommender system for Movie Lens using LightGCN.

  • Dataset: 32M reviews from Movie Lens.
  • Tech: PyTorch, Hydra, MixGCF, SimGCL, FastAPI.
  • Highlights: Implemented custom graph convolution layers and achieved significant improvements in Recall@20 and NDCG@20.

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  1. GoogleMapsRecommender GoogleMapsRecommender Public

    A Recommender System for Google Maps reviews using LightGCN.

    Python

  2. MovieLensRecommender MovieLensRecommender Public

    Python