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Sung-Cheol Kim's Projects

ai-101-for-physicist icon ai-101-for-physicist

personal repository to organize knowledge related to machine-learning, neural network and etc.

docker-101 icon docker-101

Introductory materials for docker and kubernates technology

dotfiles icon dotfiles

collection of shell setting files such as vimdc, zshrc, bashrc

fidel icon fidel

R library - A binary classifier based on the class probability at a given rank following Fermi-Dirac distribution

graph-of-thoughts icon graph-of-thoughts

Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"

hcnaf icon hcnaf

Pytorch implementation of HCNAF: Hyper-Conditioned Neural Autoregressive Flow (CVPR 2020)

iaf icon iaf

Code for reproducing key results in the paper "Improving Variational Inference with Inverse Autoregressive Flow"

kogpt2 icon kogpt2

Korean GPT-2 pretrained cased (KoGPT2)

language-model icon language-model

한국어 언어 모델 학습을 위한 프로젝트(Flax, Pytorch with Huggingface Accelerate)

level3_nlp_finalproject-nlp-08 icon level3_nlp_finalproject-nlp-08

사용자가 채팅웹을 통해 자신이 처한 법률적 상황을 제시하면, 입력에 대한 문맥을 모델이 이해하여 가이드라인을 제시하고, 유사한 상황의 판례를 제공합니다.

py_auc icon py_auc

library for calculating the area under the curve (ROC, PR) of binary classifiers

py_combdrug icon py_combdrug

drug combination effect study library - patient survival curve, cell line dose response curve

pyfidel icon pyfidel

pythom implementation of the Fermi-Dirac ensemble learning (FiDEL) method

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