๐ฅSamsung AI Challenge 2021 1๋ฑ ์๋ฃจ์ ์ ๋๋ค๐ฅ
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Nov 12, 2021 - Python
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๐ฅSamsung AI Challenge 2021 1๋ฑ ์๋ฃจ์ ์ ๋๋ค๐ฅ
competition deep-learning molecular-structures pytorch transformer samsung pubchem molecular dacon pytorch-lightning wandb deberta molecular-property-prediction pubchemqc
Kaggle 2์ฐจ๋ ๋(2021)
๐ฅKNOW๊ธฐ๋ฐ ์ง์ ์ถ์ฒ ์๊ณ ๋ฆฌ์ฆ ๊ฒฝ์ง๋ํ 1๋ฑ ์๋ฃจ์ ์ ๋๋ค๐ฅ
nlp competition natural-language-processing deep-learning tabular-data pytorch attention-mechanism attention-model multimodal-learning multimodal-deep-learning dacon pytorch-lightning wandb tabnet
3rd place solution for 2022 Samsung AI Challenge (Materials Discovery)
๐ ๋ฐ์ด์ฝ์์ ๊ด์ฌ์๋ ์ฝํ ์คํธ์ ์ฐธ์ฌํ๋ฉฐ ์ฐธ๊ณ ํ๊ฑฐ๋ ๋ง๋ ๋ชจ๋ธ๋ค์ ๊ธฐ๋กํด๋ก๋๋ค.
kaggle(์บ๊ธ), dacon(๋ฐ์ด์ฝ) ๋ฑ ๋ฐ์ดํฐ ๊ฒฝ์ง๋ํ ์ฐธ๊ฐ ์ฝ๋ ์ ์ฅ์
2021 1ํ๊ธฐ SMARCLE ๋ฐ์ด์ฝ,์บ๊ธ ์คํฐ๋ ๋ ํฌ์งํ ๋ฆฌ
โ๏ธ Samsung AI Challenge for Scientific Discovery 5์ ์๋ฃจ์ ์ ๋๋ค.
ํญ๊ท๋ชธ๋ฌด๊ฒ์์ธกํ๊ธฐ_DACON GridSearch์ ์์๋ธ์ ์ด์ฉํด 6์๋ฅผ ๊ธฐ๋ก(private)
2022 CUAI Winter Conference DA_T2 Repository
Job posting recommender โ SVD, cosine and Pearson collaborative filtering ensembled with TF-IDF content-based filtering. Recall@5.
ํญ๊ณต์ฌ ๊ณ ๊ฐ ๋ง์กฑ๋ ์์ธก ๊ฒฝ์ง๋ํ ๊ณผ์
predicting voting rate, machine learning, team project
๋ฐ์ดํฌ๋ฃจ 3๊ธฐ ๊ธ์ต๋ฐ์ดํฐ๋ถ์ํ ํฌ.๋ฐ.์ด
Dacon, Kaggle ๋ฑ์ ๊ฒฝ์ง ๋ํ ์ฐธ๊ฐ ์๋ฃ
โฝ K League ร University of Seoul open AI competition, Track 1 โ pass end-point prediction with a dense-supervised BiLSTM + heatmap CNN (2nd place, Gold Award)
data-science machine-learning deep-learning hackathon soccer pytorch multi-task-learning bilstm sports-analytics sequence-modeling dacon football-analytics k-league pass-prediction
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