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Sumin's Projects

ai-dna-primer-design icon ai-dna-primer-design

Public code for AI-based DNA primer design using auto-encoder, convolutional neural network and Cox regression model.

alibi icon alibi

Algorithms for monitoring and explaining machine learning models

biosyn icon biosyn

Biomedical Entity Representations with Synonym Marginalization (Sung et al., ACL 2020)

computational_liguistics icon computational_liguistics

NLP Project to detect depression symptoms through social media (성균관대학교 2018학년도 1학기 컴퓨터언어학입문)

flasky icon flasky

Companion code to my O'Reilly book "Flask Web Development", second edition.

handson-ml icon handson-ml

도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.

intellip icon intellip

Document understanding app using RAG and Solar LLM (SNU x Upstage LLM project)

lectures-labs icon lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay

minnn-assignment icon minnn-assignment

An assignment on creating a minimalist neural network toolkit for CS11-747

online-cv icon online-cv

A minimal Jekyll Theme to host your resume (CV)

sapbert icon sapbert

[NAACL & ACL 2021] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.

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