Jeong-Yoon Lee's repositories
data-science-process-management
Resources for Data Science Process management
kaggler-template
Template for data science competitions. Includes makefiles and Python scripts for feature engineering, cross validation, ensemble, etc.
data-science-career-development
resources for career development in data science
cat-in-the-dat
캐글 컴피티션 코드 정리 팁
av-for-concept-drift-in-automl
Code for Adversarial Validation Approach to Concept Drift Problem in Automated Machine Learning Systems
AutoGBT
AutoGBT is used for AutoML in a lifelong machine learning setting to classify large volume high cardinality data streams under concept-drift. AutoGBT was developed by a joint team ('autodidact.ai') from Flytxt, Indian Institute of Technology Delhi and CSIR-CEERI as a part of NIPS 2018 AutoML for Lifelong Machine Learning Challenge.
audiomentations
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
autodl_starting_kit_stable
Starting kit for AutoCV/AutoDL challenge
birdclef-2021
Code for the Cornell Birdcall Identification competition
causalml
Uplift modeling and causal inference with machine learning algorithms
fast_template
A template for really easy blogging with GitHub Pages
flexible-jekyll
Flexible-Jekyll is a simple and clean theme for Jekyll
gym_examples
Code by DH Lee from https://skettee.github.io/ (Korean)
kddcup-starting-kit
The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.
maq
Qini curves for multi-armed treatment rules
minimal-mistakes
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
pandoc-book-template
A simple Pandoc template to build documents and ebooks.
phd_thesis_markdown
Template for writing a PhD thesis in Markdown
tensorflow-tabnet
Improved TabNet for TensorFlow