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πŸ’­
I may be slow to respond.
πŸ’­
I may be slow to respond.
18 followers · 22 following
  • South Korea
  • 04:35 (UTC +09:00)

Achievements

Achievement: StarstruckAchievement: Arctic Code Vault Contributor

Achievements

Achievement: StarstruckAchievement: Arctic Code Vault Contributor

Organizations

@D2arDiary

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kimsy1106/README.md

Hi there πŸ‘‹

πŸ”­ Tech Stack

Python PyTorch Flower Framework TensorFlow WandB Jupyter MySQL Flask Django

🌱 I’m currently learning ...

  • Time-Series Analysis for Video Games
  • Foundation Model for Downstream Tasks
  • FL (Federated Learning)
  • HCI (Human-Computer-Interaction; not only Computer, but also AI)
  • Offline Reinforcement Learning

πŸ“‘ Papers

  • Win Prediction in MOBA Games Using Time-Series Location Data: Case Study in League of Legends (LoL) google scholar link
  • ConvLSTM-based Particulate Matter Concentration Prediction Using Meteorological Data Imagification Reflecting Location of Weather Station DBpia paper link

πŸ‘― Contributed project ...

  • League Replay Extractor : CV based automated Game Replay Data Extractor
  • assiCT : Brain hemorrhage detection & explaining using XAI (Lime Explainer)
  • LolPAGO : E-sports Realtime Coaching Service (@League of Legends)
  • D2ar Diary : It's a service that sympathizes with the diary using GPT
  • Tool's Riot : Lane Meta Analytics Using EDA (@League of Legends)
  • FishScope : Weight Estimation Using Stereo Bbox Matching

Pinned Loading

  1. league-of-legends-replay-extractor/pyLoL league-of-legends-replay-extractor/pyLoL Public

    League of Legends Replay Extractor Using CV : Open-Source VoD Analytics Tool for League of Legends

    Python 44 4

  2. MiscellaneousStuff/tlol-py MiscellaneousStuff/tlol-py Public

    TLoL (Python Module) - League of Legends Deep Learning AI (Research and Development)

    Python 22 4

  3. MOBA-Minimap-Awareness-Trainer MOBA-Minimap-Awareness-Trainer Public

    Forked from kenneth-ew/MOBA-Minimap-Awareness-Trainer

    Minimap eye-tracking enabled tool improves map awareness in League of Legends (lol), Dota 2, Valorant, and more MOBA PC games

    Python

  4. personalized-fed-learning personalized-fed-learning Public

    Jupyter Notebook

  5. SVinternShip/ML SVinternShip/ML Public

    ML λͺ¨λΈ, μ „μ²˜λ¦¬ μ½”λ“œ

    Jupyter Notebook

  6. for_Rallo for_Rallo Public

    에어맨이 μ“°λŸ¬μ§€μ§€ μ•Šμ•„.

    Jupyter Notebook 5