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Daniel Y. Kim's Projects

bayesian-for-hackers-korean icon bayesian-for-hackers-korean

베이지안 기법, 그리고 확률 프로그래밍을 구현하면서 익히는 입문서! 이 모든 것을 파이선으로 :)

dqn-tensorflow icon dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning for Python 3 & Windows 7

fpp2-1 icon fpp2-1

Forecasting: Principles and Practice (2nd ed)

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

kalman-and-bayesian-filters-in-python-korean icon kalman-and-bayesian-filters-in-python-korean

주피터 노트북을 이용하는 칼만 필터(Kalman Filter) 책입니다. 엄밀한 증명보다는 직관적인 내용과 경험적인 부분에 초점이 있습니다. 칼만 필터와 확장된(extended) 칼만 필터, 무향(Unscented) 칼만 필터, 입자(particle) 필터 등을 다룹니다. 모든 연습 문제에는 정답도 같이 제공합니다.

kr-drug-price-dashboard icon kr-drug-price-dashboard

South Korea Drug Price (upper bound provided by HIRA) Data Manipulation and Dashboard | 대한민국 약 상한 가격 변동 시각화 - 출처: 건강보험심사평가원 (HIRA) 약제급여목록표

python-guide icon python-guide

Daniel's Python guide: built-in functions and some of useful standard libraries

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

ray icon ray

A unified framework for scalable computing. Ray is packaged with scalable libraries for data processing (Ray Datasets), training (Ray Train), hyperparameter tuning (Ray Tune), reinforcement learning (RLlib), and model serving (Ray Serve).

tsfresh icon tsfresh

Automatic extraction of relevant features from time series:

tufte-css icon tufte-css

Style your webpage like Edward Tufte’s handouts.

tufte-jekyll icon tufte-jekyll

Minimal Jekyll blog styled to resemble the look and layout of Edward Tufte's books

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