Min-seok's repositories
30DayChartChallenge
My chart for the 30DayChartChallenge
awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
awesome-mlops
A curated list of references for MLOps
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
awesome-python-in-education
A curated list about Python in Education :snake: :mortar_board:
awesome-R
A curated list of awesome R packages, frameworks and software.
awesome-r-dataviz
Curated resources about Data Visualization, Drawing & Publishing in R
battery-fast-charging-optimization
This repository contains much of the data, code, and visualizations associated with this manuscript:
best-of-ml-python
๐ A ranked list of awesome machine learning Python libraries. Updated weekly.
codehover
Hoverable HTML Table for Displaying Intermediary Code Results (e.g. Pipes)
data-driven-prediction-of-battery-cycle-life-before-capacity-degradation
Code for Nature energy manuscript
easyMTS
Create and evaluate diagnostics using the Mahalanobis-Taguchi System (MTS) to distinguish "good" observations from "bad" ones. Uses the approach and formulas from Yang & Trewn (2004), Multivariate Statistical Methods in Quality Management. Uses signal-to-noise formulas from Taguchi, Chowdhury & Wu (2005), Taguchi's Quality Engineering Handbook.
HarvardX-PH125.8x-Data-Science-Machine-Learning
HarvardX: PH125.8x | Data Science: Machine Learning
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
machine_learning_examples
A collection of machine learning examples and tutorials.
mastering-shiny
Mastering Shiny: a book
Predicting-Molecular-Properties
Submission for Kaggle Competitions
psi-k-mlip-workshop-2021
Psi-k Machine-learning interatomic potential workshop 2021
pyepal
Multiobjective active learning with tunable accuracy/efficiency tradeoff and clear stopping criterion.
resources
A Highly Opinionated List of Open Source Materials Informatics Resources
Standalone-DeepLearning
2019 KAIST ๋ฅ๋ฌ๋ ํ๋ก์๊ธฐ ์ธ๋ฏธ๋์ฉ ์ ์ฅ์์ ๋๋ค.
tidytuesday
Official repo for the #tidytuesday project
trixs
Toyota Research Institute X-ray Spectroscopy. Tools for machine learning of XANES.