Sumin's Projects
Public code for AI-based DNA primer design using auto-encoder, convolutional neural network and Cox regression model.
Algorithms for monitoring and explaining machine learning models
Implementation of Alphafold 3 in Pytorch
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data
Apply AutoML examples to CNN models
https://www.acmicpc.net/user/soochem
C-school project using NLP, LDA, TF-IDF, Machine learning, Web crawling
PyTorch Implementation of BioBERT
Biomedical Entity Representations with Synonym Marginalization (Sung et al., ACL 2020)
NLP Project to detect depression symptoms through social media (์ฑ๊ท ๊ด๋ํ๊ต 2018ํ๋
๋ 1ํ๊ธฐ ์ปดํจํฐ์ธ์ดํ์
๋ฌธ)
Docker & Kubernetes Study Notes
Companion code to my O'Reilly book "Flask Web Development", second edition.
๋์ "ํธ์ฆ์จ ๋จธ์ ๋ฌ๋"์ ์์ ์ ์ฐ์ต๋ฌธ์ ๋ฅผ ๋ด์ ์ฃผํผํฐ ๋
ธํธ๋ถ์
๋๋ค.
ํธ์ฆ์จ ๋จธ์ ๋ฌ๋ 2/E์ ์ฃผํผํฐ ๋
ธํธ๋ถ
Document understanding app using RAG and Solar LLM (SNU x Upstage LLM project)
House Prices - Kaggle Competition (์ฑ๊ท ๊ด๋ํ๊ต 2018ํ๋
๋ 2ํ๊ธฐ ์ธ๊ณต์ง๋ฅ๊ฐ๋ก ๊ฐ์)
Machine Learning Algorithms (์ฑ๊ท ๊ด๋ํ๊ต 2018ํ๋
๋ 1ํ๊ธฐ ๊ธฐ๊ณํ์ต๊ฐ๋ก ๊ฐ์)
Solve Problems. Participate in competitions.
Serverless Inferencing on Kubernetes
KFServing Examples & Tests
Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Universitรฉ Paris Saclay
Minimalist BERT implementation assignment for CS11-747
An assignment on creating a minimalist neural network toolkit for CS11-747
Running object detection on a webcam feed using TensorRT on NVIDIA GPUs in Python.
A minimal Jekyll Theme to host your resume (CV)
p2-klue-dataminegames created by GitHub Classroom
NLP Project to figure out Information Tech. Trends
Forked from dennybritz/reinforcement-learning
[NAACL & ACL 2021] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.