soochem

ai-dna-primer-design

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

alibi

Algorithms for monitoring and explaining machine learning models

baekjoon-online-judge

https://www.acmicpc.net/user/soochem

basic_nlp_practice_with_nltk

C-school project using NLP, LDA, TF-IDF, Machine learning, Web crawling

computational_liguistics

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

instagram_crawler

IntelliP

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

reinforcement-learning

Forked from dennybritz/reinforcement-learning

transformer-impl

Re-implementation of "Attention is All You Need" (NIPS 2017)

uda-impl

Re-implementation of "Unsupervised Data Augmentation for Consistency Training" (NIPS 2020)

soochem/baekjoon-online-judge

https://www.acmicpc.net/user/soochem

soochem/basic_nlp_practice_with_nltk

C-school project using NLP, LDA, TF-IDF, Machine learning, Web crawling

soochem/uda-impl

Re-implementation of "Unsupervised Data Augmentation for Consistency Training" (NIPS 2020)

soochem/ai-dna-primer-design

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

soochem/alibi

Algorithms for monitoring and explaining machine learning models

soochem/alphafold3-pytorch

Implementation of Alphafold 3 in Pytorch

soochem/amazon-weak-ner-needle

Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data

soochem/automl-examples

Apply AutoML examples to CNN models

soochem/biobert-pytorch

PyTorch Implementation of BioBERT

soochem/BioSyn

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

soochem/computational_liguistics

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

soochem/IntelliP

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

soochem/transformer-impl

Re-implementation of "Attention is All You Need" (NIPS 2017)

soochem/docker-kubernetes-notes

Docker & Kubernetes Study Notes

soochem/flasky

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

soochem/handson-ml2

핸즈온 머신러닝 2/E의 주피터 노트북

soochem/introduction_to_artificial_intelligence

House Prices - Kaggle Competition (성균관대학교 2018학년도 2학기 인공지능개론 강의)

soochem/kaggle-practice

Solve Problems. Participate in competitions.

soochem/kfserving

Serverless Inferencing on Kubernetes

soochem/kfserving-examples

KFServing Examples & Tests

soochem/lectures-labs

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

soochem/minbert-assignment

Minimalist BERT implementation assignment for CS11-747

soochem/minnn-assignment

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

soochem/online-cv

A minimal Jekyll Theme to host your resume (CV)

soochem/p2-klue-dataminegames

p2-klue-dataminegames created by GitHub Classroom

soochem/Pyneer-ITrend

NLP Project to figure out Information Tech. Trends

soochem/sapbert

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

soochem/SimCLR-1

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

soochem/soochem

soochem/TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)